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Rainer Stiefelhagen

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affiliation: Karlsruhe Institute of Technology, Germany

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2020 – today

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2025
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Alexander Jaus, Constantin Marc Seibold, Simon Reiß, Zdravko Marinov, Keyi Li, Zeling Ye, Stefan Krieg, Jens Kleesiek, Rainer Stiefelhagen:
Every Component Counts: Rethinking the Measure of Success for Medical Semantic Segmentation in Multi-Instance Segmentation Tasks. AAAI 2025: 3904-3912
[i144]
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  - journals/corr/abs-2502-02501
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Yufan Chen, Ruiping Liu, Junwei Zheng, Di Wen, Kunyu Peng, Jiaming Zhang, Rainer Stiefelhagen:
Graph-based Document Structure Analysis. CoRR abs/2502.02501 (2025)
[i143]
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  - journals/corr/abs-2503-12609
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Yitian Shi, Di Wen, Guanqi Chen, Edgar Welte, Sheng Liu, Kunyu Peng, Rainer Stiefelhagen, Rania Rayyes:
VISO-Grasp: Vision-Language Informed Spatial Object-centric 6-DoF Active View Planning and Grasping in Clutter and Invisibility. CoRR abs/2503.12609 (2025)
2024
[j52]
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  - journals/at/HeizmannBDHKLRSSWZ24
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Michael Heizmann, Jürgen Beyerer, Stefan Dietrich, Luisa Hoffmann, Jan-Philipp Kaiser, Gisela Lanza, Alina Roitberg, Rainer Stiefelhagen, Nicole Stricker, Helena Wexel, Frederik Zanger:
Managing uncertainty in product and process design for the circular factory. Autom. 72(9): 829-843 (2024)
[j51]
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Manuel Zaremski, Blanca Handwerker, Christian R. G. Dreher, Fabian Leven, David Schneider, Alina Roitberg, Rainer Stiefelhagen, Gerhard Neumann, Michael Heizmann, Tamim Asfour, Barbara Deml:
Learning human actions from complex manipulation tasks and their transfer to robots in the circular factory. Autom. 72(9): 844-860 (2024)
[j50]
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Darko Jekauc, Diana Burkart, Julian Fritsch, Marc Hesenius, Ole Meyer, M. Saquib Sarfraz, Rainer Stiefelhagen:
Recognizing affective states from the expressive behavior of tennis players using convolutional neural networks. Knowl. Based Syst. 295: 111856 (2024)
[j49]
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  - journals/mti/AlzalabnyMMSRS24
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Sara Alzalabny, Omar Moured, Karin Müller, Thorsten Schwarz, Bastian E. Rapp, Rainer Stiefelhagen:
Designing a Tactile Document UI for 2D Refreshable Tactile Displays: Towards Accessible Document Layouts for Blind People. Multimodal Technol. Interact. 8(11): 102 (2024)
[j48]
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Jiaming Zhang, Kailun Yang, Hao Shi, Simon Reiß, Kunyu Peng, Chaoxiang Ma, Haodong Fu, Philip H. S. Torr, Kaiwei Wang, Rainer Stiefelhagen:
Behind Every Domain There is a Shift: Adapting Distortion-Aware Vision Transformers for Panoramic Semantic Segmentation. IEEE Trans. Pattern Anal. Mach. Intell. 46(12): 8549-8567 (2024)
[j47]
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Zdravko Marinov, Paul F. Jäger, Jan Egger, Jens Kleesiek, Rainer Stiefelhagen:
Deep Interactive Segmentation of Medical Images: A Systematic Review and Taxonomy. IEEE Trans. Pattern Anal. Mach. Intell. 46(12): 10998-11018 (2024)
[j46]
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Fei Teng, Jiaming Zhang, Kunyu Peng, Yaonan Wang, Rainer Stiefelhagen, Kailun Yang:
OAFuser: Toward Omni-Aperture Fusion for Light Field Semantic Segmentation. IEEE Trans. Artif. Intell. 5(12): 6225-6239 (2024)
[j45]
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Hao Shi, Chengshan Pang, Jiaming Zhang, Kailun Yang, Yuhao Wu, Huajian Ni, Yining Lin, Rainer Stiefelhagen, Kaiwei Wang:
CoBEV: Elevating Roadside 3D Object Detection With Depth and Height Complementarity. IEEE Trans. Image Process. 33: 5424-5439 (2024)
[j44]
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Jiacheng Lin, Jiajun Chen, Kunyu Peng, Xuan He, Zhiyong Li, Rainer Stiefelhagen, Kailun Yang:
EchoTrack: Auditory Referring Multi-Object Tracking for Autonomous Driving. IEEE Trans. Intell. Transp. Syst. 25(11): 18964-18977 (2024)
[j43]
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Ruiping Liu, Kailun Yang, Alina Roitberg, Jiaming Zhang, Kunyu Peng, Huayao Liu, Yaonan Wang, Rainer Stiefelhagen:
TransKD: Transformer Knowledge Distillation for Efficient Semantic Segmentation. IEEE Trans. Intell. Transp. Syst. 25(12): 20933-20949 (2024)
[c366]
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Kunyu Peng, Cheng Yin, Junwei Zheng, Ruiping Liu, David Schneider, Jiaming Zhang, Kailun Yang, M. Saquib Sarfraz, Rainer Stiefelhagen, Alina Roitberg:
Navigating Open Set Scenarios for Skeleton-Based Action Recognition. AAAI 2024: 4487-4496
[c365]
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  - conf/accv/WeiZLHZS24
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Jiale Wei, Junwei Zheng, Ruiping Liu, Jie Hu, Jiaming Zhang, Rainer Stiefelhagen:
OneBEV: Using One Panoramic Image for Bird's-Eye-View Semantic Mapping. ACCV (10) 2024: 377-393
[c364]
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  - conf/accv/VujasinovicBBSAS24
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Stéphane Vujasinovic, Stefan Becker, Sebastian Bullinger, Norbert Scherer-Negenborn, Michael Arens, Rainer Stiefelhagen:
Strike the Balance: On-the-Fly Uncertainty Based User Interactions for Long-Term Video Object Segmentation. ACCV (2) 2024: 412-431
[c363]
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Zdravko Marinov, Alexander Jaus, Jens Kleesiek, Rainer Stiefelhagen:
Filters, Thresholds, and Geodesic Distances for Scribble-Based Interactive Segmentation of Medical Images. MedSAM@CVPR 2024: 39-56
[c362]
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Zdravko Marinov, Alexander Jaus, Jens Kleesiek, Rainer Stiefelhagen:
Taking a Step Back: Revisiting Classical Approaches for Efficient Interactive Segmentation of Medical Images. MedSAM@CVPR 2024: 101-125
[c361]
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Yufan Chen, Jiaming Zhang, Kunyu Peng, Junwei Zheng, Ruiping Liu, Philip Torr, Rainer Stiefelhagen:
RoDLA: Benchmarking the Robustness of Document Layout Analysis Models. CVPR 2024: 15556-15566
[c360]
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  - conf/eccv/CaoZSPZZSY24
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Yihong Cao, Jiaming Zhang, Hao Shi, Kunyu Peng, Yuhongxuan Zhang, Hui Zhang, Rainer Stiefelhagen, Kailun Yang:
Occlusion-Aware Seamless Segmentation. ECCV (19) 2024: 129-147
[c359]
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Junwei Zheng, Ruiping Liu, Yufan Chen, Kunyu Peng, Chengzhi Wu, Kailun Yang, Jiaming Zhang, Rainer Stiefelhagen:
Open Panoramic Segmentation. ECCV (39) 2024: 164-182
[c358]
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Kunyu Peng, Jia Fu, Kailun Yang, Di Wen, Yufan Chen, Ruiping Liu, Junwei Zheng, Jiaming Zhang, M. Saquib Sarfraz, Rainer Stiefelhagen, Alina Roitberg:
Referring Atomic Video Action Recognition. ECCV (19) 2024: 166-185
[c357]
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  - conf/eccv/FerversBBAS24
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Florian Fervers, Sebastian Bullinger, Christoph Bodensteiner, Michael Arens, Rainer Stiefelhagen:
Statewide Visual Geolocalization in the Wild. ECCV (36) 2024: 438-455
[c356]
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Tu Anh Dinh, Carlos Mullov, Leonard Bärmann, Zhaolin Li, Danni Liu, Simon Reiß, Jueun Lee, Nathan Lerzer, Jianfeng Gao, Fabian Peller-Konrad, Tobias Röddiger, Alexander Waibel, Tamim Asfour, Michael Beigl, Rainer Stiefelhagen, Carsten Dachsbacher, Klemens Böhm, Jan Niehues:
SciEx: Benchmarking Large Language Models on Scientific Exams with Human Expert Grading and Automatic Grading. EMNLP 2024: 11592-11610
[c355]
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Sara Alzalabny, Omar Moured, Karin Müller, Thorsten Schwarz, Bastian E. Rapp, Rainer Stiefelhagen:
Touch for Accessibility: Haptic SVG Diagrams for Visually Impaired and Blind Individuals. HAPTICS 2024: 79-84
[c354]
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  - conf/icassp/WeiPRZZLC0S24
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Yiping Wei, Kunyu Peng, Alina Roitberg, Jiaming Zhang, Junwei Zheng, Ruiping Liu, Yufan Chen, Kailun Yang, Rainer Stiefelhagen:
Elevating Skeleton-Based Action Recognition with Efficient Multi-Modality Self-Supervision. ICASSP 2024: 6040-6044
[c353]
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  - conf/icchp/HanouskovaJMMOPPPSS24
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Michaela Hanousková, Boris Janca, Lukás Másilko, Karin Müller, Svatoslav Ondra, Radek Pavlicek, Petr Penáz, Andrea Petz, Thorsten Schwarz, Rainer Stiefelhagen:
STS New Methods for Creating Accessible Material in Higher Education - Introduction to the Special Thematic Session. ICCHP (1) 2024: 285-290
[c352]
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  - conf/icchp/MouredFMFSJS24
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Omar Moured, Shahid Ali Farooqui, Karin Müller, Sharifeh Fadaeijouybari, Thorsten Schwarz, Mohammed Javed, Rainer Stiefelhagen:
Alt4Blind: A User Interface to Simplify Charts Alt-Text Creation. ICCHP (1) 2024: 291-298
[c351]
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Omar Moured, Sara Alzalabny, Anas Osman, Thorsten Schwarz, Karin Müller, Rainer Stiefelhagen:
ChartFormer: A Large Vision Language Model for Converting Chart Images into Tactile Accessible SVGs. ICCHP (1) 2024: 299-305
[c350]
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  - conf/icchp/WilkeningMSMS24
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David Wilkening, Omar Moured, Thorsten Schwarz, Karin Müller, Rainer Stiefelhagen:
ACCSAMS: Automatic Conversion of Exam Documents to Accessible Learning Material for Blind and Visually Impaired. ICCHP (1) 2024: 322-330
[c349]
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  - conf/icdar/MouredZSS24
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Omar Moured, Jiaming Zhang, M. Saquib Sarfraz, Rainer Stiefelhagen:
AltChart: Enhancing VLM-Based Chart Summarization Through Multi-pretext Tasks. ICDAR (1) 2024: 349-366
[c348]
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Junwei Zheng, Jiaming Zhang, Kailun Yang, Kunyu Peng, Rainer Stiefelhagen:
MateRobot: Material Recognition in Wearable Robotics for People with Visual Impairments. ICRA 2024: 2303-2309
[c347]
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David Schneider, Marco Keller, Zeyun Zhong, Kunyu Peng, Alina Roitberg, Jürgen Beyerer, Rainer Stiefelhagen:
SynthAct: Towards Generalizable Human Action Recognition based on Synthetic Data. ICRA 2024: 13038-13045
[c346]
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  - conf/iros/XuP0LZ00R0S24
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Yi Xu, Kunyu Peng, Di Wen, Ruiping Liu, Junwei Zheng, Yufan Chen, Jiaming Zhang, Alina Roitberg, Kailun Yang, Rainer Stiefelhagen:
Skeleton-Based Human Action Recognition with Noisy Labels. IROS 2024: 4716-4723
[c345]
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  - conf/isbi/HadlichMKNKS24
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Matthias Hadlich, Zdravko Marinov, Moon Kim, Enrico Nasca, Jens Kleesiek, Rainer Stiefelhagen:
Sliding Window Fastedit: A Framework for Lesion Annotation in Whole-Body Pet Images. ISBI 2024: 1-5
[c344]
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  - conf/isbi/SeletkovRFSS24
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Dmitrii Seletkov, Simon Reiß, Alexander Freytag, Constantin Seibold, Rainer Stiefelhagen:
Style Transfer and Pseudo-Label Filtering Improve Transferability in Cell Organelle Segmentation Scenarios. ISBI 2024: 1-4
[c343]
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Omar Moured, Morris Baumgarten-Egemole, Karin Müller, Alina Roitberg, Thorsten Schwarz, Rainer Stiefelhagen:
Chart4Blind: An Intelligent Interface for Chart Accessibility Conversion. IUI 2024: 504-514
[c342]
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Ruiping Liu, Jiaming Zhang, Kunyu Peng, Yufan Chen, Ke Cao, Junwei Zheng, M. Saquib Sarfraz, Kailun Yang, Rainer Stiefelhagen:
Fourier Prompt Tuning for Modality-Incomplete Scene Segmentation. IV 2024: 961-968
[c341]
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Alexander Jaus, Constantin Seibold, Simon Reiß, Lukas Heine, Anton Schily, Moon S. Kim, Fin Hendrik Bahnsen, Ken Herrmann, Rainer Stiefelhagen, Jens Kleesiek:
Anatomy-Guided Pathology Segmentation. MICCAI (8) 2024: 3-13
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Kunyu Peng, David Schneider, Alina Roitberg, Kailun Yang, Jiaming Zhang, Chen Deng, Kaiyu Zhang, M. Saquib Sarfraz, Rainer Stiefelhagen:
Towards Video-based Activated Muscle Group Estimation in the Wild. ACM Multimedia 2024: 4495-4504
[c339]
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Kunyu Peng, Di Wen, Kailun Yang, Ao Luo, Yufan Chen, Jia Fu, M. Saquib Sarfraz, Alina Roitberg, Rainer Stiefelhagen:
Advancing Open-Set Domain Generalization Using Evidential Bi-Level Hardest Domain Scheduler. NeurIPS 2024
[c338]
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David Schneider, Simon Reiß, Marco Kugler, Alexander Jaus, Kunyu Peng, Susanne Sutschet, M. Saquib Sarfraz, Sven Matthiesen, Rainer Stiefelhagen:
Muscles in Time: Learning to Understand Human Motion In-Depth by Simulating Muscle Activations. NeurIPS 2024
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Zhifeng Teng, Jiaming Zhang, Kailun Yang, Kunyu Peng, Hao Shi, Simon Reiß, Ke Cao, Rainer Stiefelhagen:
360BEV: Panoramic Semantic Mapping for Indoor Bird's-Eye View. WACV 2024: 372-381
[i142]
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  - journals/corr/abs-2401-16923
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Ruiping Liu, Jiaming Zhang, Kunyu Peng, Yufan Chen, Ke Cao, Junwei Zheng, M. Saquib Sarfraz, Kailun Yang, Rainer Stiefelhagen:
Fourier Prompt Tuning for Modality-Incomplete Scene Segmentation. CoRR abs/2401.16923 (2024)
[i141]
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Jiacheng Lin, Jiajun Chen, Kunyu Peng, Xuan He, Zhiyong Li, Rainer Stiefelhagen, Kailun Yang:
EchoTrack: Auditory Referring Multi-Object Tracking for Autonomous Driving. CoRR abs/2402.18302 (2024)
[i140]
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  - journals/corr/abs-2403-06693
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Omar Moured, Morris Baumgarten-Egemole, Alina Roitberg, Karin Müller, Thorsten Schwarz, Rainer Stiefelhagen:
Chart4Blind: An Intelligent Interface for Chart Accessibility Conversion. CoRR abs/2403.06693 (2024)
[i139]
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  - journals/corr/abs-2403-09975
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Yi Xu, Kunyu Peng, Di Wen, Ruiping Liu, Junwei Zheng, Yufan Chen, Jiaming Zhang, Alina Roitberg, Kailun Yang, Rainer Stiefelhagen:
Skeleton-Based Human Action Recognition with Noisy Labels. CoRR abs/2403.09975 (2024)
[i138]
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Yufan Chen, Jiaming Zhang, Kunyu Peng, Junwei Zheng, Ruiping Liu, Philip Torr, Rainer Stiefelhagen:
RoDLA: Benchmarking the Robustness of Document Layout Analysis Models. CoRR abs/2403.14442 (2024)
[i137]
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  - journals/corr/abs-2404-01816
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Zdravko Marinov, Moon S. Kim, Jens Kleesiek, Rainer Stiefelhagen:
Rethinking Annotator Simulation: Realistic Evaluation of Whole-Body PET Lesion Interactive Segmentation Methods. CoRR abs/2404.01816 (2024)
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  - journals/corr/abs-2405-13580
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Omar Moured, Jiaming Zhang, M. Saquib Sarfraz, Rainer Stiefelhagen:
AltChart: Enhancing VLM-based Chart Summarization Through Multi-Pretext Tasks. CoRR abs/2405.13580 (2024)
[i135]
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  - journals/corr/abs-2405-19111
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Omar Moured, Shahid Ali Farooqui, Karin Müller, Sharifeh Fadaeijouybari, Thorsten Schwarz, Mohammed Javed, Rainer Stiefelhagen:
Alt4Blind: A User Interface to Simplify Charts Alt-Text Creation. CoRR abs/2405.19111 (2024)
[i134]
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  - journals/corr/abs-2405-19117
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Omar Moured, Sara Alzalabny, Anas Osman, Thorsten Schwarz, Karin Müller, Rainer Stiefelhagen:
ChartFormer: A Large Vision Language Model for Converting Chart Images into Tactile Accessible SVGs. CoRR abs/2405.19117 (2024)
[i133]
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  - journals/corr/abs-2405-19124
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David Wilkening, Omar Moured, Thorsten Schwarz, Karin Müller, Rainer Stiefelhagen:
ACCSAMS: Automatic Conversion of Exam Documents to Accessible Learning Material for Blind and Visually Impaired. CoRR abs/2405.19124 (2024)
[i132]
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  - journals/corr/abs-2406-10421
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Tu Anh Dinh, Carlos Mullov, Leonard Bärmann, Zhaolin Li, Danni Liu, Simon Reiß, Jueun Lee, Nathan Lerzer, Fabian Tërnava, Jianfeng Gao, Alexander Waibel, Tamim Asfour, Michael Beigl, Rainer Stiefelhagen, Carsten Dachsbacher, Klemens Böhm, Jan Niehues:
SciEx: Benchmarking Large Language Models on Scientific Exams with Human Expert Grading and Automatic Grading. CoRR abs/2406.10421 (2024)
[i131]
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  - journals/corr/abs-2407-01872
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Kunyu Peng, Jia Fu, Kailun Yang, Di Wen, Yufan Chen, Ruiping Liu, Junwei Zheng, Jiaming Zhang, M. Saquib Sarfraz, Rainer Stiefelhagen, Alina Roitberg:
Referring Atomic Video Action Recognition. CoRR abs/2407.01872 (2024)
[i130]
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  - journals/corr/abs-2407-02182
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Yihong Cao, Jiaming Zhang, Hao Shi, Kunyu Peng, Yuhongxuan Zhang, Hui Zhang, Rainer Stiefelhagen, Kailun Yang:
Occlusion-Aware Seamless Segmentation. CoRR abs/2407.02182 (2024)
[i129]
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  - journals/corr/abs-2407-02685
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Junwei Zheng, Ruiping Liu, Yufan Chen, Kunyu Peng, Chengzhi Wu, Kailun Yang, Jiaming Zhang, Rainer Stiefelhagen:
Open Panoramic Segmentation. CoRR abs/2407.02685 (2024)
[i128]
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  - journals/corr/abs-2407-05844
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Alexander Jaus, Constantin Seibold, Simon Reiß, Lukas Heine, Anton Schily, Moon Kim, Fin Hendrik Bahnsen, Ken Herrmann, Rainer Stiefelhagen, Jens Kleesiek:
Anatomy-guided Pathology Segmentation. CoRR abs/2407.05844 (2024)
[i127]
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  - journals/corr/abs-2408-03046
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Jonas Schmitt, Ruiping Liu, Junwei Zheng, Jiaming Zhang, Rainer Stiefelhagen:
Comb, Prune, Distill: Towards Unified Pruning for Vision Model Compression. CoRR abs/2408.03046 (2024)
[i126]
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  - journals/corr/abs-2409-13548
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Alexander Jaus, Simon Reiß, Jens Kleesiek, Rainer Stiefelhagen:
Data Diet: Can Trimming PET/CT Datasets Enhance Lesion Segmentation? CoRR abs/2409.13548 (2024)
[i125]
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  - journals/corr/abs-2409-13912
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Jiale Wei, Junwei Zheng, Ruiping Liu, Jie Hu, Jiaming Zhang, Rainer Stiefelhagen:
OneBEV: Using One Panoramic Image for Bird's-Eye-View Semantic Mapping. CoRR abs/2409.13912 (2024)
[i124]
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Xin Jiang, Junwei Zheng, Ruiping Liu, Jiahang Li, Jiaming Zhang, Sven Matthiesen, Rainer Stiefelhagen:
@Bench: Benchmarking Vision-Language Models for Human-centered Assistive Technology. CoRR abs/2409.14215 (2024)
[i123]
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  - journals/corr/abs-2409-16763
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Florian Fervers, Sebastian Bullinger, Christoph Bodensteiner, Michael Arens, Rainer Stiefelhagen:
Statewide Visual Geolocalization in the Wild. CoRR abs/2409.16763 (2024)
[i122]
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Kunyu Peng, Di Wen, Kailun Yang, Ao Luo, Yufan Chen, Jia Fu, M. Saquib Sarfraz, Alina Roitberg, Rainer Stiefelhagen:
Advancing Open-Set Domain Generalization Using Evidential Bi-Level Hardest Domain Scheduler. CoRR abs/2409.17555 (2024)
[i121]
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  - journals/corr/abs-2410-16939
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Lena Heinemann, Alexander Jaus, Zdravko Marinov, Moon S. Kim, Maria Francesca Spadea, Jens Kleesiek, Rainer Stiefelhagen:
LIMIS: Towards Language-based Interactive Medical Image Segmentation. CoRR abs/2410.16939 (2024)
[i120]
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  - journals/corr/abs-2410-17098
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David Schneider, Sina Sajadmanesh, Vikash Sehwag, M. Saquib Sarfraz, Rainer Stiefelhagen, Lingjuan Lyu, Vivek Sharma:
Masked Differential Privacy. CoRR abs/2410.17098 (2024)
[i119]
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  - journals/corr/abs-2410-18684
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Alexander Jaus, Constantin Seibold, Simon Reiß, Zdravko Marinov, Keyi Li, Zeling Ye, Stefan Krieg, Jens Kleesiek, Rainer Stiefelhagen:
Every Component Counts: Rethinking the Measure of Success for Medical Semantic Segmentation in Multi-Instance Segmentation Tasks. CoRR abs/2410.18684 (2024)
[i118]
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  - journals/corr/abs-2411-00128
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David Schneider, Simon Reiß, Marco Kugler, Alexander Jaus, Kunyu Peng, Susanne Sutschet, M. Saquib Sarfraz, Sven Matthiesen, Rainer Stiefelhagen:
Muscles in Time: Learning to Understand Human Motion by Simulating Muscle Activations. CoRR abs/2411.00128 (2024)
[i117]
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  - journals/corr/abs-2411-14594
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Qihao Yuan, Jiaming Zhang, Kailai Li, Rainer Stiefelhagen:
Solving Zero-Shot 3D Visual Grounding as Constraint Satisfaction Problems. CoRR abs/2411.14594 (2024)
[i116]
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  - journals/corr/abs-2411-16481
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Jie Hu, Junwei Zheng, Jiale Wei, Jiaming Zhang, Rainer Stiefelhagen:
Deformable Mamba for Wide Field of View Segmentation. CoRR abs/2411.16481 (2024)
[i115]
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  - journals/corr/abs-2412-03118
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Ruiping Liu, Jiaming Zhang, Angela Schön, Karin Müller, Junwei Zheng, Kailun Yang, Kathrin Gerling, Rainer Stiefelhagen:
ObjectFinder: Open-Vocabulary Assistive System for Interactive Object Search by Blind People. CoRR abs/2412.03118 (2024)
[i114]
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  - journals/corr/abs-2412-18342
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Kunyu Peng, Di Wen, Muhammad Saquib Sarfraz, Yufan Chen, Junwei Zheng, David Schneider, Kailun Yang, Jiamin Wu, Alina Roitberg, Rainer Stiefelhagen:
Mitigating Label Noise using Prompt-Based Hyperbolic Meta-Learning in Open-Set Domain Generalization. CoRR abs/2412.18342 (2024)
2023
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Alexander Jaus, Kailun Yang, Rainer Stiefelhagen:
Panoramic Panoptic Segmentation: Insights Into Surrounding Parsing for Mobile Agents via Unsupervised Contrastive Learning. IEEE Trans. Intell. Transp. Syst. 24(4): 4438-4453 (2023)
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Jiaming Zhang, Huayao Liu, Kailun Yang, Xinxin Hu, Ruiping Liu, Rainer Stiefelhagen:
CMX: Cross-Modal Fusion for RGB-X Semantic Segmentation With Transformers. IEEE Trans. Intell. Transp. Syst. 24(12): 14679-14694 (2023)
[j40]
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Kunyu Peng, Alina Roitberg, Kailun Yang, Jiaming Zhang, Rainer Stiefelhagen:
Delving Deep Into One-Shot Skeleton-Based Action Recognition With Diverse Occlusions. IEEE Trans. Multim. 25: 1489-1504 (2023)
[c336]
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  - conf/bmvc/VujasinovicBBSA23
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Stéphane Vujasinovic, Sebastian Bullinger, Stefan Becker, Norbert Scherer-Negenborn, Michael Arens, Rainer Stiefelhagen:
READMem: Robust Embedding Association for a Diverse Memory in Unconstrained Video Object Segmentation. BMVC 2023: 603-605
[c335]
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Jiaming Zhang, Ruiping Liu, Hao Shi, Kailun Yang, Simon Reiß, Kunyu Peng, Haodong Fu, Kaiwei Wang, Rainer Stiefelhagen:
Delivering Arbitrary-Modal Semantic Segmentation. CVPR 2023: 1136-1147
[c334]
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Hao Shi, Yu Li, Kailun Yang, Jiaming Zhang, Kunyu Peng, Alina Roitberg, Yaozu Ye, Huajian Ni, Kaiwei Wang, Rainer Stiefelhagen:
FishDreamer: Towards Fisheye Semantic Completion via Unified Image Outpainting and Segmentation. CVPR Workshops 2023: 6434-6444
[c333]
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Simon Reiß, Constantin Seibold, Alexander Freytag, Erik Rodner, Rainer Stiefelhagen:
Decoupled Semantic Prototypes enable learning from diverse annotation types for semi-weakly segmentation in expert-driven domains. CVPR 2023: 15495-15506
[c332]
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Florian Fervers, Sebastian Bullinger, Christoph Bodensteiner, Michael Arens, Rainer Stiefelhagen:
Uncertainty-Aware Vision-Based Metric Cross-View Geolocalization. CVPR 2023: 21621-21631
[c331]
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  - conf/hci/HoppeKCS23
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Adrian Heinrich Hoppe, Dominik Klooz, Florian van de Camp, Rainer Stiefelhagen:
Mouse-Based Hand Gesture Interaction in Virtual Reality. HCI (47) 2023: 192-198
[c330]
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  - conf/iccvw/KristanMDFCZLDZ23
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Matej Kristan, Jirí Matas, Martin Danelljan, Michael Felsberg, Hyung Jin Chang, Luka Cehovin Zajc, Alan Lukezic, Ondrej Drbohlav, Zhongqun Zhang, Khanh-Tung Tran, Xuan-Son Vu, Johanna Björklund, Christoph Mayer, Yushan Zhang, Lei Ke, Jie Zhao, Gustavo Fernández, Noor Al-Shakarji, Dong An, Michael Arens, Stefan Becker, Goutam Bhat, Sebastian Bullinger, Antoni B. Chan, Shijie Chang, Hanyuan Chen, Xin Chen, Yan Chen, Zhenyu Chen, Yangming Cheng, Yutao Cui, Chunyuan Deng, Jiahua Dong, Matteo Dunnhofer, Wei Feng, Jianlong Fu, Jie Gao, Ruize Han, Zeqi Hao, Jun-Yan He, Keji He, Zhenyu He, Xiantao Hu, Kaer Huang, Yuqing Huang, Yi Jiang, Ben Kang, Jin-Peng Lan, Hyungjun Lee, Chenyang Li, Jiahao Li, Ning Li, Wangkai Li, Xiaodi Li, Xin Li, Pengyu Liu, Yue Liu, Huchuan Lu, Bin Luo, Ping Luo, Yinchao Ma, Deshui Miao, Christian Micheloni, Kannappan Palaniappan, Hancheol Park, Matthieu Paul, Houwen Peng, Zekun Qian, Gani Rahmon, Norbert Scherer-Negenborn, Pengcheng Shao, Wooksu Shin, Elham Soltani Kazemi, Tianhui Song, Rainer Stiefelhagen, Rui Sun, Chuanming Tang, Zhangyong Tang, Imad Eddine Toubal, Jack Valmadre, Joost van de Weijer, Luc Van Gool, Jash Vira, Stéphane Vujasinovic, Cheng Wan, Jia Wan, Dong Wang, Fei Wang, Feifan Wang, He Wang, Limin Wang, Song Wang, Yaowei Wang, Zhepeng Wang, Gangshan Wu, Jiannan Wu, Qiangqiang Wu, Xiaojun Wu, Anqi Xiao, Jinxia Xie, Chenlong Xu, Min Xu, Tianyang Xu, Yuanyou Xu, Bin Yan, Dawei Yang, Ming-Hsuan Yang, Tianyu Yang, Yi Yang, Zongxin Yang, Xuanwu Yin, Fisher Yu, Hongyuan Yu, Qianjin Yu, Weichen Yu, Yongsheng Yuan, Zehuan Yuan, Jianlin Zhang, Lu Zhang, Tianzhu Zhang, Guodongfang Zhao, Shaochuan Zhao, Yaozong Zheng, Bineng Zhong, Jiawen Zhu, Xuefeng Zhu, Yueting Zhuang, ChengAo Zong, Kunlong Zuo:
The First Visual Object Tracking Segmentation VOTS2023 Challenge Results. ICCV (Workshops) 2023: 1788-1810
[c329]
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Ruiping Liu, Jiaming Zhang, Kunyu Peng, Junwei Zheng, Ke Cao, Yufan Chen, Kailun Yang, Rainer Stiefelhagen:
Open Scene Understanding: Grounded Situation Recognition Meets Segment Anything for Helping People with Visual Impairments. ICCV (Workshops) 2023: 1849-1859
[c328]
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Zdravko Marinov, Simon Reiß, David Kersting, Jens Kleesiek, Rainer Stiefelhagen:
Mirror U-Net: Marrying Multimodal Fission with Multi-task Learning for Semantic Segmentation in Medical Imaging. ICCV (Workshops) 2023: 2275-2285
[c327]
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  - conf/icdar/MouredZRSS23
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Omar Moured, Jiaming Zhang, Alina Roitberg, Thorsten Schwarz, Rainer Stiefelhagen:
Line Graphics Digitization: A Step Towards Full Automation. ICDAR (5) 2023: 438-453
[c326]
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  - conf/iros/TanamaPMSR23
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Calvin Tanama, Kunyu Peng, Zdravko Marinov, Rainer Stiefelhagen, Alina Roitberg:
Quantized Distillation: Optimizing Driver Activity Recognition Models for Resource-Constrained Environments. IROS 2023: 5479-5486
[c325]
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  - conf/isbi/HallitschkeSKMKHSKS23
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Verena Jasmin Hallitschke, Tobias Schlumberger, Philipp Kataliakos, Zdravko Marinov, Moon Kim, Lars Heiliger, Constantin Seibold, Jens Kleesiek, Rainer Stiefelhagen:
Multimodal Interactive Lung Lesion Segmentation: A Framework for Annotating PET/CT Images Based on Physiological and Anatomical Cues. ISBI 2023: 1-5
[c324]
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  - conf/itsc/Morales-Alvarez23
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Walter Morales-Alvarez, Novel Certad, Alina Roitberg, Rainer Stiefelhagen, Cristina Olaverri-Monreal:
On Transferability of Driver Observation Models from Simulated to Real Environments in Autonomous Cars. ITSC 2023: 3129-3134
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  - conf/miccai/MarinovSK23
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Zdravko Marinov, Rainer Stiefelhagen, Jens Kleesiek:
Guiding the Guidance: A Comparative Analysis of User Guidance Signals for Interactive Segmentation of Volumetric Images. MICCAI (3) 2023: 637-647
[c322]
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  - conf/petra/RamoaM0SS23
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Gaspar Ramôa, Omar Moured, Karin Müller, Thorsten Schwarz, Rainer Stiefelhagen:
Display and Use of Station Floor Plans on 2D Pin Matrix Displays for Blind and Visually Impaired People. PETRA 2023: 254-258
[c321]
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Omar Moured, Sara Alzalabny, Thorsten Schwarz, Bastian E. Rapp, Rainer Stiefelhagen:
Accessible Document Layout: An Interface for 2D Tactile Displays. PETRA 2023: 265-271
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Gaspar Ramôa, Omar Moured, Thorsten Schwarz, Karin Müller, Rainer Stiefelhagen:
Enabling People with Blindness to Distinguish Lines of Mathematical Charts with Audio-Tactile Graphic Readers. PETRA 2023: 384-391
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Ke Cao, Ruiping Liu, Ze Wang, Kunyu Peng, Jiaming Zhang, Junwei Zheng, Zhifeng Teng, Kailun Yang, Rainer Stiefelhagen:
Tightly-Coupled LiDAR-Visual SLAM Based on Geometric Features for Mobile Agents. ROBIO 2023: 1-8
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Merlin Knaeble, Gabriel Sailer, Zihan Chen, Thorsten Schwarz, Kailun Yang, Mario Nadj, Rainer Stiefelhagen, Alexander Maedche:
AutoChemplete - Making Chemical Structural Formulas Accessible. W4A 2023: 104-115
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Merlin Knaeble, Gabriel Sailer, Zihan Chen, Thorsten Schwarz, Kailun Yang, Mario Nadj, Rainer Stiefelhagen, Alexander Maedche:
AutoChemplete - Making Chemical Structural Formulas Accessible. W4A 2023: 173-174
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Chang Chen, Jiaming Zhang, Kailun Yang, Kunyu Peng, Rainer Stiefelhagen:
Trans4Map: Revisiting Holistic Bird's-Eye-View Mapping from Egocentric Images to Allocentric Semantics with Vision Transformers. WACV 2023: 4002-4011
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Zeyun Zhong, David Schneider, Michael Voit, Rainer Stiefelhagen, Jürgen Beyerer:
Anticipative Feature Fusion Transformer for Multi-Modal Action Anticipation. WACV 2023: 6057-6066
[i113]
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  - journals/corr/abs-2301-09914
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Verena Jasmin Hallitschke, Tobias Schlumberger, Philipp Kataliakos, Zdravko Marinov, Moon Kim, Lars Heiliger, Constantin Seibold, Jens Kleesiek, Rainer Stiefelhagen:
Multimodal Interactive Lung Lesion Segmentation: A Framework for Annotating PET/CT Images based on Physiological and Anatomical Cues. CoRR abs/2301.09914 (2023)
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  - journals/corr/abs-2302-14595
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Junwei Zheng, Jiaming Zhang, Kailun Yang, Kunyu Peng, Rainer Stiefelhagen:
MateRobot: Material Recognition in Wearable Robotics for People with Visual Impairments. CoRR abs/2302.14595 (2023)
[i111]
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  - journals/corr/abs-2303-00952
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Kunyu Peng, David Schneider, Alina Roitberg, Kailun Yang, Jiaming Zhang, M. Saquib Sarfraz, Rainer Stiefelhagen:
MuscleMap: Towards Video-based Activated Muscle Group Estimation. CoRR abs/2303.00952 (2023)
[i110]
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Jiaming Zhang, Ruiping Liu, Hao Shi, Kailun Yang, Simon Reiß, Kunyu Peng, Haodong Fu, Kaiwei Wang, Rainer Stiefelhagen:
Delivering Arbitrary-Modal Semantic Segmentation. CoRR abs/2303.01480 (2023)
[i109]
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  - journals/corr/abs-2303-06942
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Zdravko Marinov, Rainer Stiefelhagen, Jens Kleesiek:
Guiding the Guidance: A Comparative Analysis of User Guidance Signals for Interactive Segmentation of Volumetric Images. CoRR abs/2303.06942 (2023)
[i108]
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  - journals/corr/abs-2303-07126
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Zdravko Marinov, Simon Reiß, David Kersting, Jens Kleesiek, Rainer Stiefelhagen:
Mirror U-Net: Marrying Multimodal Fission with Multi-task Learning for Semantic Segmentation in Medical Imaging. CoRR abs/2303.07126 (2023)
[i107]
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Zhifeng Teng, Jiaming Zhang, Kailun Yang, Kunyu Peng, Hao Shi, Simon Reiß, Ke Cao, Rainer Stiefelhagen:
360BEV: Panoramic Semantic Mapping for Indoor Bird's-Eye View. CoRR abs/2303.11910 (2023)
[i106]
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  - journals/corr/abs-2303-13842
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Hao Shi, Yu Li, Kailun Yang, Jiaming Zhang, Kunyu Peng, Alina Roitberg, Yaozu Ye, Huajian Ni, Kaiwei Wang, Rainer Stiefelhagen:
FishDreamer: Towards Fisheye Semantic Completion via Unified Image Outpainting and Segmentation. CoRR abs/2303.13842 (2023)
[i105]
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  - journals/corr/abs-2305-08420
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Kunyu Peng, Di Wen, David Schneider, Jiaming Zhang, Kailun Yang, M. Saquib Sarfraz, Rainer Stiefelhagen, Alina Roitberg:
FeatFSDA: Towards Few-shot Domain Adaptation for Video-based Activity Recognition. CoRR abs/2305.08420 (2023)
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Stéphane Vujasinovic, Sebastian Bullinger, Stefan Becker, Norbert Scherer-Negenborn, Michael Arens, Rainer Stiefelhagen:
READMem: Robust Embedding Association for a Diverse Memory in Unconstrained Video Object Segmentation. CoRR abs/2305.12823 (2023)
[i103]
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  - journals/corr/abs-2306-03934
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Constantin Seibold, Alexander Jaus, Matthias A. Fink, Moon Kim, Simon Reiß, Ken Herrmann, Jens Kleesiek, Rainer Stiefelhagen:
Accurate Fine-Grained Segmentation of Human Anatomy in Radiographs via Volumetric Pseudo-Labeling. CoRR abs/2306.03934 (2023)
[i102]
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  - journals/corr/abs-2307-02065
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Omar Moured, Jiaming Zhang, Alina Roitberg, Thorsten Schwarz, Rainer Stiefelhagen:
Line Graphics Digitization: A Step Towards Full Automation. CoRR abs/2307.02065 (2023)
[i101]
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  - journals/corr/abs-2307-07757
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Ruiping Liu, Jiaming Zhang, Kunyu Peng, Junwei Zheng, Ke Cao, Yufan Chen, Kailun Yang, Rainer Stiefelhagen:
Open Scene Understanding: Grounded Situation Recognition Meets Segment Anything for Helping People with Visual Impairments. CoRR abs/2307.07757 (2023)
[i100]
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Ke Cao, Ruiping Liu, Ze Wang, Kunyu Peng, Jiaming Zhang, Junwei Zheng, Zhifeng Teng, Kailun Yang, Rainer Stiefelhagen:
Tightly-Coupled LiDAR-Visual SLAM Based on Geometric Features for Mobile Agents. CoRR abs/2307.07763 (2023)
[i99]
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  - journals/corr/abs-2307-13375
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Alexander Jaus, Constantin Seibold, Kelsey Hermann, Alexandra Walter, Kristina Giske, Johannes Haubold, Jens Kleesiek, Rainer Stiefelhagen:
Towards Unifying Anatomy Segmentation: Automated Generation of a Full-body CT Dataset via Knowledge Aggregation and Anatomical Guidelines. CoRR abs/2307.13375 (2023)
[i98]
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  - journals/corr/abs-2307-15588
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Fei Teng, Jiaming Zhang, Kunyu Peng, Kailun Yang, Yaonan Wang, Rainer Stiefelhagen:
OAFuser: Towards Omni-Aperture Fusion for Light Field Semantic Segmentation of Road Scenes. CoRR abs/2307.15588 (2023)
[i97]
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  - journals/corr/abs-2307-16543
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Walter Morales-Alvarez, Novel Certad, Alina Roitberg, Rainer Stiefelhagen, Cristina Olaverri-Monreal:
On Transferability of Driver Observation Models from Simulated to Real Environments in Autonomous Cars. CoRR abs/2307.16543 (2023)
[i96]
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  - journals/corr/abs-2308-12049
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Hejun Xiao, Kunyu Peng, Xiangsheng Huang, Alina Roitberg, Hao Li, Zhaohui Wang, Rainer Stiefelhagen:
Towards Privacy-Supporting Fall Detection via Deep Unsupervised RGB2Depth Adaptation. CoRR abs/2308.12049 (2023)
[i95]
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  - journals/corr/abs-2309-12009
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Yiping Wei, Kunyu Peng, Alina Roitberg, Jiaming Zhang, Junwei Zheng, Ruiping Liu, Yufan Chen, Kailun Yang, Rainer Stiefelhagen:
Elevating Skeleton-Based Action Recognition with Efficient Multi-Modality Self-Supervision. CoRR abs/2309.12009 (2023)
[i94]
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  - journals/corr/abs-2309-12029
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Yifei Chen, Kunyu Peng, Alina Roitberg, David Schneider, Jiaming Zhang, Junwei Zheng, Ruiping Liu, Yufan Chen, Kailun Yang, Rainer Stiefelhagen:
Unveiling the Hidden Realm: Self-supervised Skeleton-based Action Recognition in Occluded Environments. CoRR abs/2309.12029 (2023)
[i93]
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  - journals/corr/abs-2309-12114
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Matthias Hadlich, Zdravko Marinov, Rainer Stiefelhagen:
AutoPET Challenge 2023: Sliding Window-based Optimization of U-Net. CoRR abs/2309.12114 (2023)
[i92]
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Hao Shi, Chengshan Pang, Jiaming Zhang, Kailun Yang, Yuhao Wu, Huajian Ni, Yining Lin, Rainer Stiefelhagen, Kaiwei Wang:
CoBEV: Elevating Roadside 3D Object Detection with Depth and Height Complementarity. CoRR abs/2310.02815 (2023)
[i91]
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  - journals/corr/abs-2311-05970
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Calvin Tanama, Kunyu Peng, Zdravko Marinov, Rainer Stiefelhagen, Alina Roitberg:
Quantized Distillation: Optimizing Driver Activity Recognition Models for Resource-Constrained Environments. CoRR abs/2311.05970 (2023)
[i90]
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  - journals/corr/abs-2311-13964
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Zdravko Marinov, Paul F. Jäger, Jan Egger, Jens Kleesiek, Rainer Stiefelhagen:
Deep Interactive Segmentation of Medical Images: A Systematic Review and Taxonomy. CoRR abs/2311.13964 (2023)
[i89]
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  - journals/corr/abs-2311-14482
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Matthias Hadlich, Zdravko Marinov, Moon S. Kim, Enrico Nasca, Jens Kleesiek, Rainer Stiefelhagen:
Sliding Window FastEdit: A Framework for Lesion Annotation in Whole-body PET Images. CoRR abs/2311.14482 (2023)
[i88]
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  - journals/corr/abs-2312-06330
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Kunyu Peng, Cheng Yin, Junwei Zheng, Ruiping Liu, David Schneider, Jiaming Zhang, Kailun Yang, M. Saquib Sarfraz, Rainer Stiefelhagen, Alina Roitberg:
Navigating Open Set Scenarios for Skeleton-based Action Recognition. CoRR abs/2312.06330 (2023)
[i87]
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  - journals/corr/abs-2312-08060
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Florian Fervers, Sebastian Bullinger, Christoph Bodensteiner, Michael Arens, Rainer Stiefelhagen:
C-BEV: Contrastive Bird's Eye View Training for Cross-View Image Retrieval and 3-DoF Pose Estimation. CoRR abs/2312.08060 (2023)
2022
[j39]
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Christian R. G. Dreher, Manuel Zaremski, Fabian Leven, David Schneider, Alina Roitberg, Rainer Stiefelhagen, Michael Heizmann, Barbara Deml, Tamim Asfour:
Erfassung und Interpretation menschlicher Handlungen für die Programmierung von Robotern in der Produktion. Autom. 70(6): 517-533 (2022)
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Karin Müller, Christin Engel, Claudia Loitsch, Rainer Stiefelhagen, Gerhard Weber:
Traveling More Independently: A Study on the Diverse Needs and Challenges of People with Visual or Mobility Impairments in Unfamiliar Indoor Environments. ACM Trans. Access. Comput. 15(2): 13:1-13:44 (2022)
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Kailun Yang, Xinxin Hu, Yicheng Fang, Kaiwei Wang, Rainer Stiefelhagen:
Omnisupervised Omnidirectional Semantic Segmentation. IEEE Trans. Intell. Transp. Syst. 23(2): 1184-1199 (2022)
[j36]
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Jiaming Zhang, Kailun Yang, Rainer Stiefelhagen:
Exploring Event-Driven Dynamic Context for Accident Scene Segmentation. IEEE Trans. Intell. Transp. Syst. 23(3): 2606-2622 (2022)
[j35]
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Jiaming Zhang, Chaoxiang Ma, Kailun Yang, Alina Roitberg, Kunyu Peng, Rainer Stiefelhagen:
Transfer Beyond the Field of View: Dense Panoramic Semantic Segmentation via Unsupervised Domain Adaptation. IEEE Trans. Intell. Transp. Syst. 23(7): 9478-9491 (2022)
[j34]
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Kunyu Peng, Juncong Fei, Kailun Yang, Alina Roitberg, Jiaming Zhang, Frank Bieder, Philipp Heidenreich, Christoph Stiller, Rainer Stiefelhagen:
MASS: Multi-Attentional Semantic Segmentation of LiDAR Data for Dense Top-View Understanding. IEEE Trans. Intell. Transp. Syst. 23(9): 15824-15840 (2022)
[j33]
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Jiaming Zhang, Kailun Yang, Angela Constantinescu, Kunyu Peng, Karin Müller, Rainer Stiefelhagen:
Trans4Trans: Efficient Transformer for Transparent Object and Semantic Scene Segmentation in Real-World Navigation Assistance. IEEE Trans. Intell. Transp. Syst. 23(10): 19173-19186 (2022)
[j32]
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Alina Roitberg, Kunyu Peng, David Schneider, Kailun Yang, Marios Koulakis, Manuel Martínez, Rainer Stiefelhagen:
Is My Driver Observation Model Overconfident? Input-Guided Calibration Networks for Reliable and Interpretable Confidence Estimates. IEEE Trans. Intell. Transp. Syst. 23(12): 25271-25286 (2022)
[c314]
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  - conf/aaai/SeiboldRKS22
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Constantin Marc Seibold, Simon Reiß, Jens Kleesiek, Rainer Stiefelhagen:
Reference-Guided Pseudo-Label Generation for Medical Semantic Segmentation. AAAI 2022: 2171-2179
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  - conf/accv/WangZYPS22
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Qing Wang, Jiaming Zhang, Kailun Yang, Kunyu Peng, Rainer Stiefelhagen:
MatchFormer: Interleaving Attention in Transformers for Feature Matching. ACCV (3) 2022: 256-273
[c312]
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Constantin Marc Seibold, Simon Reiß, M. Saquib Sarfraz, Matthias A. Fink, Victoria Mayer, Jan Sellner, Moon-Sung Kim, Klaus H. Maier-Hein, Jens Kleesiek, Rainer Stiefelhagen:
Detailed Annotations of Chest X-Rays via CT Projection for Report Understanding. BMVC 2022: 58
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  - conf/cvpr/SarfrazKSS22
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M. Saquib Sarfraz, Marios Koulakis, Constantin Seibold, Rainer Stiefelhagen:
Hierarchical Nearest Neighbor Graph Embedding for Efficient Dimensionality Reduction. CVPR 2022: 336-345
[c310]
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Kunyu Peng, Alina Roitberg, Kailun Yang, Jiaming Zhang, Rainer Stiefelhagen:
Should I take a walk? Estimating Energy Expenditure from Video Data. CVPR Workshops 2022: 2074-2084
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David Schneider, M. Saquib Sarfraz, Alina Roitberg, Rainer Stiefelhagen:
Pose-based Contrastive Learning for Domain Agnostic Activity Representations. CVPR Workshops 2022: 3432-3442
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Xinyu Luo, Jiaming Zhang, Kailun Yang, Alina Roitberg, Kunyu Peng, Rainer Stiefelhagen:
Towards Robust Semantic Segmentation of Accident Scenes via Multi-Source Mixed Sampling and Meta-Learning. CVPR Workshops 2022: 4428-4438
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Jiaming Zhang, Kailun Yang, Chaoxiang Ma, Simon Reiß, Kunyu Peng, Rainer Stiefelhagen:
Bending Reality: Distortion-aware Transformers for Adapting to Panoramic Semantic Segmentation. CVPR 2022: 16896-16906
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Zdravko Marinov, Alina Roitberg, David Schneider, Rainer Stiefelhagen:
ModSelect: Automatic Modality Selection for Synthetic-to-Real Domain Generalization. ECCV Workshops (8) 2022: 326-346
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Simon Reiß, Constantin Seibold, Alexander Freytag, Erik Rodner, Rainer Stiefelhagen:
Graph-Constrained Contrastive Regularization for Semi-weakly Volumetric Segmentation. ECCV (21) 2022: 401-419
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Ping-Cheng Wei, Kunyu Peng, Alina Roitberg, Kailun Yang, Jiaming Zhang, Rainer Stiefelhagen:
Multi-modal Depression Estimation Based on Sub-attentional Fusion. ECCV Workshops (6) 2022: 623-639
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Giuseppe Melfi, Lukas Scholch, Thorsten Schwarz, Karin Müller, Rainer Stiefelhagen:
Audio-Tactile Reader (ATR): Interaction Concepts for Students with Blindness to Explore Digital STEM Documents on a 2D Haptic Device. HAPTICS 2022: 1-6
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Adrian Heinrich Hoppe, Florian van de Camp, Rainer Stiefelhagen:
Tabletop 3D Digital Map Interaction with Virtual Reality Handheld Controllers. HCI (16) 2022: 291-305
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Merlin Knaeble, Zihan Chen, Thorsten Schwarz, Gabriel Sailer, Kailun Yang, Rainer Stiefelhagen, Alexander Maedche:
Accessible Chemical Structural Formulas Through Interactive Document Labeling. ICCHP-AAATE (1) 2022: 38-46
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Thorsten Schwarz, Giuseppe Melfi, Stefan Scheiffele, Rainer Stiefelhagen:
Interface for Automatic Tactile Display of Data Plots. ICCHP-AAATE (1) 2022: 73-81
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Claudia Loitsch, Karin Müller, Gerhard Weber, Helen Petrie, Rainer Stiefelhagen:
Digital Solutions for Inclusive Mobility: Solutions and Accessible Maps for Indoor and Outdoor Mobility - Introduction to the Special Thematic Session. ICCHP-AAATE (1) 2022: 95-101
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Julia K. Anken, Danilo Rosenthal, Karin Müller, Gerhard Jaworek, Rainer Stiefelhagen:
Split it Up: Allocentric Descriptions of Indoor Maps for People with Visual Impairments. ICCHP-AAATE (1) 2022: 102-109
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Giuseppe Melfi, Jean Baumgarten, Karin Müller, Rainer Stiefelhagen:
An Audio-Tactile System for Visually Impaired People to Explore Indoor Maps. ICCHP-AAATE (1) 2022: 134-142
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Giuseppe Melfi, Karin Müller, Gerhard Jaworek, Rainer Stiefelhagen:
The Accessible Tactile Indoor Maps (ATIM) Symbol Set: A Common Symbol Set for Different Printing Methods. ICCHP-AAATE (1) 2022: 153-159
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Wenyan Ou, Jiaming Zhang, Kunyu Peng, Kailun Yang, Gerhard Jaworek, Karin Müller, Rainer Stiefelhagen:
Indoor Navigation Assistance for Visually Impaired People via Dynamic SLAM and Panoptic Segmentation with an RGB-D Sensor. ICCHP-AAATE (1) 2022: 160-168
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  - conf/icchp/ConstantinescuM22
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Angela Constantinescu, Karin Müller, Claudia Loitsch, Sebastian Zappe, Rainer Stiefelhagen:
Traveling to Unknown Buildings: Accessibility Features for Indoor Maps. ICCHP-AAATE (1) 2022: 221-228
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Angela Constantinescu, Eva-Maria Neumann, Karin Müller, Gerhard Jaworek, Rainer Stiefelhagen:
Listening First: Egocentric Textual Descriptions of Indoor Spaces for People with Blindness. ICCHP-AAATE (1) 2022: 241-249
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Stéphane Vujasinovic, Sebastian Bullinger, Stefan Becker, Norbert Scherer-Negenborn, Michael Arens, Rainer Stiefelhagen:
Revisiting Click-Based Interactive Video Object Segmentation. ICIP 2022: 2756-2760
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Lukas Schölch, Jonas Steinhäuser, Maximilian Beichter, Constantin Seibold, Kailun Yang, Merlin Knaeble, Thorsten Schwarz, Alexander Maedche, Rainer Stiefelhagen:
Towards Automatic Parsing of Structured Visual Content through the Use of Synthetic Data. ICPR 2022: 1607-1613
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Kunyu Peng, Alina Roitberg, Kailun Yang, Jiaming Zhang, Rainer Stiefelhagen:
TransDARC: Transformer-based Driver Activity Recognition with Latent Space Feature Calibration. IROS 2022: 278-285
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Florian Fervers, Sebastian Bullinger, Christoph Bodensteiner, Michael Arens, Rainer Stiefelhagen:
Continuous Self-Localization on Aerial Images Using Visual and Lidar Sensors. IROS 2022: 7028-7035
[c288]
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Zdravko Marinov, David Schneider, Alina Roitberg, Rainer Stiefelhagen:
Multimodal Generation of Novel Action Appearances for Synthetic-to-Real Recognition of Activities of Daily Living. IROS 2022: 11320-11327
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Alina Roitberg, Kunyu Peng, Zdravko Marinov, Constantin Seibold, David Schneider, Rainer Stiefelhagen:
A Comparative Analysis of Decision-Level Fusion for Multimodal Driver Behaviour Understanding. IV 2022: 1438-1444
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Constantin Seibold, Simon Reiß, M. Saquib Sarfraz, Rainer Stiefelhagen, Jens Kleesiek:
Breaking with Fixed Set Pathology Recognition Through Report-Guided Contrastive Training. MICCAI (5) 2022: 690-700
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Kunyu Peng, Alina Roitberg, Kailun Yang, Jiaming Zhang, Rainer Stiefelhagen:
Should I take a walk? Estimating Energy Expenditure from Video Data. CoRR abs/2202.00712 (2022)
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  - journals/corr/abs-2202-11423
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Kunyu Peng, Alina Roitberg, Kailun Yang, Jiaming Zhang, Rainer Stiefelhagen:
ProFormer: Learning Data-efficient Representations of Body Movement with Prototype-based Feature Augmentation and Visual Transformers. CoRR abs/2202.11423 (2022)
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Ruiping Liu, Kailun Yang, Huayao Liu, Jiaming Zhang, Kunyu Peng, Rainer Stiefelhagen:
Transformer-based Knowledge Distillation for Efficient Semantic Segmentation of Road-driving Scenes. CoRR abs/2202.13393 (2022)
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  - journals/corr/abs-2203-00927
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Kunyu Peng, Alina Roitberg, Kailun Yang, Jiaming Zhang, Rainer Stiefelhagen:
TransDARC: Transformer-based Driver Activity Recognition with Latent Space Feature Calibration. CoRR abs/2203.00927 (2022)
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  - journals/corr/abs-2203-01452
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Jiaming Zhang, Kailun Yang, Chaoxiang Ma, Simon Reiß, Kunyu Peng, Rainer Stiefelhagen:
Bending Reality: Distortion-aware Transformers for Adapting to Panoramic Semantic Segmentation. CoRR abs/2203.01452 (2022)
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  - journals/corr/abs-2203-01784
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Stéphane Vujasinovic, Sebastian Bullinger, Stefan Becker, Norbert Scherer-Negenborn, Michael Arens, Rainer Stiefelhagen:
Revisiting Click-based Interactive Video Object Segmentation. CoRR abs/2203.01784 (2022)
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  - journals/corr/abs-2203-03334
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Florian Fervers, Sebastian Bullinger, Christoph Bodensteiner, Michael Arens, Rainer Stiefelhagen:
Continuous Self-Localization on Aerial Images Using Visual and Lidar Sensors. CoRR abs/2203.03334 (2022)
[i79]
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  - journals/corr/abs-2203-04838
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Huayao Liu, Jiaming Zhang, Kailun Yang, Xinxin Hu, Rainer Stiefelhagen:
CMX: Cross-Modal Fusion for RGB-X Semantic Segmentation with Transformers. CoRR abs/2203.04838 (2022)
[i78]
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  - journals/corr/abs-2203-09645
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Qing Wang, Jiaming Zhang, Kailun Yang, Kunyu Peng, Rainer Stiefelhagen:
MatchFormer: Interleaving Attention in Transformers for Feature Matching. CoRR abs/2203.09645 (2022)
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  - journals/corr/abs-2203-10395
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Xinyu Luo, Jiaming Zhang, Kailun Yang, Alina Roitberg, Kunyu Peng, Rainer Stiefelhagen:
Towards Robust Semantic Segmentation of Accident Scenes via Multi-Source Mixed Sampling and Meta-Learning. CoRR abs/2203.10395 (2022)
[i76]
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  - journals/corr/abs-2203-12997
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M. Saquib Sarfraz, Marios Koulakis, Constantin Seibold, Rainer Stiefelhagen:
Hierarchical Nearest Neighbor Graph Embedding for Efficient Dimensionality Reduction. CoRR abs/2203.12997 (2022)
[i75]
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  - journals/corr/abs-2204-01154
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Wenyan Ou, Jiaming Zhang, Kunyu Peng, Kailun Yang, Gerhard Jaworek, Karin Müller, Rainer Stiefelhagen:
Indoor Navigation Assistance for Visually Impaired People via Dynamic SLAM and Panoptic Segmentation with an RGB-D Sensor. CoRR abs/2204.01154 (2022)
[i74]
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  - journals/corr/abs-2204-04674
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Alina Roitberg, Kunyu Peng, David Schneider, Kailun Yang, Marios Koulakis, Manuel Martínez, Rainer Stiefelhagen:
Is my Driver Observation Model Overconfident? Input-guided Calibration Networks for Reliable and Interpretable Confidence Estimates. CoRR abs/2204.04674 (2022)
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  - journals/corr/abs-2204-04734
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Alina Roitberg, Kunyu Peng, Zdravko Marinov, Constantin Seibold, David Schneider, Rainer Stiefelhagen:
A Comparative Analysis of Decision-Level Fusion for Multimodal Driver Behaviour Understanding. CoRR abs/2204.04734 (2022)
[i72]
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  - journals/corr/abs-2204-14136
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Lukas Schölch, Jonas Steinhäuser, Maximilian Beichter, Constantin Seibold, Kailun Yang, Merlin Knäble, Thorsten Schwarz, Alexander Mädche, Rainer Stiefelhagen:
Towards Automatic Parsing of Structured Visual Content through the Use of Synthetic Data. CoRR abs/2204.14136 (2022)
[i71]
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  - journals/corr/abs-2205-07139
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Constantin Seibold, Simon Reiß, M. Saquib Sarfraz, Rainer Stiefelhagen, Jens Kleesiek:
Breaking with Fixed Set Pathology Recognition through Report-Guided Contrastive Training. CoRR abs/2205.07139 (2022)
[i70]
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  - journals/corr/abs-2206-10711
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Alexander Jaus, Kailun Yang, Rainer Stiefelhagen:
Panoramic Panoptic Segmentation: Insights Into Surrounding Parsing for Mobile Agents via Unsupervised Contrastive Learning. CoRR abs/2206.10711 (2022)
[i69]
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  - journals/corr/abs-2207-06180
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Ping-Cheng Wei, Kunyu Peng, Alina Roitberg, Kailun Yang, Jiaming Zhang, Rainer Stiefelhagen:
Multi-modal Depression Estimation based on Sub-attentional Fusion. CoRR abs/2207.06180 (2022)
[i68]
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  - journals/corr/abs-2207-06205
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Chang Chen, Jiaming Zhang, Kailun Yang, Kunyu Peng, Rainer Stiefelhagen:
Trans4Map: Revisiting Holistic Top-down Mapping from Egocentric Images to Allocentric Semantics with Vision Transformers. CoRR abs/2207.06205 (2022)
[i67]
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  - journals/corr/abs-2207-11860
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Jiaming Zhang, Kailun Yang, Hao Shi, Simon Reiß, Kunyu Peng, Chaoxiang Ma, Haodong Fu, Kaiwei Wang, Rainer Stiefelhagen:
Behind Every Domain There is a Shift: Adapting Distortion-aware Vision Transformers for Panoramic Semantic Segmentation. CoRR abs/2207.11860 (2022)
[i66]
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  - journals/corr/abs-2208-01910
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Zdravko Marinov, David Schneider, Alina Roitberg, Rainer Stiefelhagen:
Multimodal Generation of Novel Action Appearances for Synthetic-to-Real Recognition of Activities of Daily Living. CoRR abs/2208.01910 (2022)
[i65]
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  - journals/corr/abs-2208-09414
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Zdravko Marinov, Alina Roitberg, David Schneider, Rainer Stiefelhagen:
ModSelect: Automatic Modality Selection for Synthetic-to-Real Domain Generalization. CoRR abs/2208.09414 (2022)
[i64]
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  - journals/corr/abs-2209-01112
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Lars Heiliger, Zdravko Marinov, André Ferreira, Jana Fragemann, Jacob Murray, David Kersting, Rainer Stiefelhagen, Jens Kleesiek:
AutoPET Challenge: Combining nn-Unet with Swin UNETR Augmented by Maximum Intensity Projection Classifier. CoRR abs/2209.01112 (2022)
[i63]
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  - journals/corr/abs-2210-03416
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Constantin Seibold, Simon Reiß, M. Saquib Sarfraz, Matthias A. Fink, Victoria Mayer, Jan Sellner, Moon-Sung Kim, Klaus H. Maier-Hein, Jens Kleesiek, Rainer Stiefelhagen:
Detailed Annotations of Chest X-Rays via CT Projection for Report Understanding. CoRR abs/2210.03416 (2022)
[i62]
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  - journals/corr/abs-2210-12649
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  - https://dblp.org/rec/journals/corr/abs-2210-12649
Zeyun Zhong, David Schneider, Michael Voit, Rainer Stiefelhagen, Jürgen Beyerer:
Anticipative Feature Fusion Transformer for Multi-Modal Action Anticipation. CoRR abs/2210.12649 (2022)
[i61]
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Florian Fervers, Sebastian Bullinger, Christoph Bodensteiner, Michael Arens, Rainer Stiefelhagen:
Uncertainty-aware Vision-based Metric Cross-view Geolocalization. CoRR abs/2211.12145 (2022)
2021
[j31]
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Kailun Yang, Xinxin Hu, Rainer Stiefelhagen:
Is Context-Aware CNN Ready for the Surroundings? Panoramic Semantic Segmentation in the Wild. IEEE Trans. Image Process. 30: 1866-1881 (2021)
[c285]
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Tobias Ringwald, Rainer Stiefelhagen:
UBR²S: Uncertainty-Based Resampling and Reweighting Strategy for Unsupervised Domain Adaptation. BMVC 2021: 121
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Kailun Yang, Jiaming Zhang, Simon Reiß, Xinxin Hu, Rainer Stiefelhagen:
Capturing Omni-Range Context for Omnidirectional Segmentation. CVPR 2021: 1376-1386
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Simon Reiß, Constantin Seibold, Alexander Freytag, Erik Rodner, Rainer Stiefelhagen:
Every Annotation Counts: Multi-Label Deep Supervision for Medical Image Segmentation. CVPR 2021: 9532-9542
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M. Saquib Sarfraz, Naila Murray, Vivek Sharma, Ali Diba, Luc Van Gool, Rainer Stiefelhagen:
Temporally-Weighted Hierarchical Clustering for Unsupervised Action Segmentation. CVPR 2021: 11225-11234
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  - conf/eusipco/MarinovVWSZS21
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Zdravko Marinov, Stanka Vasileva, Qing Wang, Constantin Seibold, Jiaming Zhang, Rainer Stiefelhagen:
Pose2Drone: A Skeleton-Pose-based Framework for Human-Drone Interaction. EUSIPCO 2021: 776-780
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  - conf/fgr/PengRSKYS21
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Kunyu Peng, Alina Roitberg, David Schneider, Marios Koulakis, Kailun Yang, Rainer Stiefelhagen:
Affect-DML: Context-Aware One-Shot Recognition of Human Affect using Deep Metric Learning. FG 2021: 1-8
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Ali Diba, Vivek Sharma, Reza Safdari, Dariush Lotfi, M. Saquib Sarfraz, Rainer Stiefelhagen, Luc Van Gool:
Vi²CLR: Video and Image for Visual Contrastive Learning of Representation. ICCV 2021: 1482-1492
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Jiaming Zhang, Kailun Yang, Angela Constantinescu, Kunyu Peng, Karin Müller, Rainer Stiefelhagen:
Trans4Trans: Efficient Transformer for Transparent Object Segmentation to Help Visually Impaired People Navigate in the Real World. ICCVW 2021: 1760-1770
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Huayao Liu, Ruiping Liu, Kailun Yang, Jiaming Zhang, Kunyu Peng, Rainer Stiefelhagen:
HIDA: Towards Holistic Indoor Understanding for the Visually Impaired via Semantic Instance Segmentation with a Wearable Solid-State LiDAR Sensor. ICCVW 2021: 1780-1790
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Jiaming Zhang, Kailun Yang, Rainer Stiefelhagen:
ISSAFE: Improving Semantic Segmentation in Accidents by Fusing Event-based Data. IROS 2021: 1132-1139
[c275]
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Alina Roitberg, David Schneider, Aulia Djamal, Constantin Seibold, Simon Reiß, Rainer Stiefelhagen:
Let's Play for Action: Recognizing Activities of Daily Living by Learning from Life Simulation Video Games. IROS 2021: 8563-8569
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Constantin Seibold, Matthias A. Fink, Charlotte Goos, Hans-Ulrich Kauczor, Heinz-Peter Schlemmer, Rainer Stiefelhagen, Jens Kleesiek:
Prediction of Low-Kev Monochromatic Images From Polyenergetic CT Scans For Improved Automatic Detection of Pulmonary Embolism. ISBI 2021: 1017-1020
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Manuel Martin, Michael Voit, Rainer Stiefelhagen:
An Evaluation of Different Methods for 3D-Driver-Body-Pose Estimation. ITSC 2021: 1578-1584
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Chaoxiang Ma, Jiaming Zhang, Kailun Yang, Alina Roitberg, Rainer Stiefelhagen:
DensePASS: Dense Panoramic Semantic Segmentation via Unsupervised Domain Adaptation with Attention-Augmented Context Exchange. ITSC 2021: 2766-2772
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Shuo Chen, Kailun Yang, Rainer Stiefelhagen:
DR-TANet: Dynamic Receptive Temporal Attention Network for Street Scene Change Detection. IV 2021: 502-509
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Alina Roitberg, Simon Reiß, Rainer Stiefelhagen:
From Driver Talk To Future Action: Vehicle Maneuver Prediction by Learning from Driving Exam Dialogs. IV 2021: 566-571
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Alexander Jaus, Kailun Yang, Rainer Stiefelhagen:
Panoramic Panoptic Segmentation: Towards Complete Surrounding Understanding via Unsupervised Contrastive Learning. IV 2021: 1421-1427
[c268]
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  - conf/rcar/MaoZ0S21
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Wei Mao, Jiaming Zhang, Kailun Yang, Rainer Stiefelhagen:
Panoptic Lintention Network: Towards Efficient Navigational Perception for the Visually Impaired. RCAR 2021: 857-862
[c267]
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Yingzhi Zhang, Haoye Chen, Kailun Yang, Jiaming Zhang, Rainer Stiefelhagen:
Perception Framework through Real-Time Semantic Segmentation and Scene Recognition on a Wearable System for the Visually Impaired. RCAR 2021: 863-868
[c266]
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Haobin Tan, Chang Chen, Xinyu Luo, Jiaming Zhang, Constantin Seibold, Kailun Yang, Rainer Stiefelhagen:
Flying Guide Dog: Walkable Path Discovery for the Visually Impaired Utilizing Drones and Transformer-based Semantic Segmentation. ROBIO 2021: 1123-1128
[c265]
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Tobias Ringwald, Rainer Stiefelhagen:
Adaptiope: A Modern Benchmark for Unsupervised Domain Adaptation. WACV 2021: 101-110
[c264]
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Vivek Sharma, Naila Murray, Diane Larlus, M. Saquib Sarfraz, Rainer Stiefelhagen, Gabriela Csurka:
Unsupervised Meta-Domain Adaptation for Fashion Retrieval. WACV 2021: 1347-1356
[i60]
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  - journals/corr/abs-2101-00468
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Alina Roitberg, Monica Haurilet, Manuel Martínez, Rainer Stiefelhagen:
Uncertainty-sensitive Activity Recognition: a Reliability Benchmark and the CARING Models. CoRR abs/2101.00468 (2021)
[i59]
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  - journals/corr/abs-2102-01445
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Constantin Seibold, Matthias A. Fink, Charlotte Goos, Hans-Ulrich Kauczor, Heinz-Peter Schlemmer, Rainer Stiefelhagen, Jens Kleesiek:
Prediction of low-keV monochromatic images from polyenergetic CT scans for improved automatic detection of pulmonary embolism. CoRR abs/2102.01445 (2021)
[i58]
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Alexander Jaus, Kailun Yang, Rainer Stiefelhagen:
Panoramic Panoptic Segmentation: Towards Complete Surrounding Understanding via Unsupervised Contrastive Learning. CoRR abs/2103.00868 (2021)
[i57]
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  - journals/corr/abs-2103-00879
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Shuo Chen, Kailun Yang, Rainer Stiefelhagen:
DR-TANet: Dynamic Receptive Temporal Attention Network for Street Scene Change Detection. CoRR abs/2103.00879 (2021)
[i56]
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  - journals/corr/abs-2103-04128
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Wei Mao, Jiaming Zhang, Kailun Yang, Rainer Stiefelhagen:
Panoptic Lintention Network: Towards Efficient Navigational Perception for the Visually Impaired. CoRR abs/2103.04128 (2021)
[i55]
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  - journals/corr/abs-2103-04136
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Yingzhi Zhang, Haoye Chen, Kailun Yang, Jiaming Zhang, Rainer Stiefelhagen:
Perception Framework through Real-Time Semantic Segmentation and Scene Recognition on a Wearable System for the Visually Impaired. CoRR abs/2103.04136 (2021)
[i54]
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  - journals/corr/abs-2103-05687
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Kailun Yang, Jiaming Zhang, Simon Reiß, Xinxin Hu, Rainer Stiefelhagen:
Capturing Omni-Range Context for Omnidirectional Segmentation. CoRR abs/2103.05687 (2021)
[i53]
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  - journals/corr/abs-2103-11264
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M. Saquib Sarfraz, Naila Murray, Vivek Sharma, Ali Diba, Luc Van Gool, Rainer Stiefelhagen:
Temporally-Weighted Hierarchical Clustering for Unsupervised Action Segmentation. CoRR abs/2103.11264 (2021)
[i52]
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  - journals/corr/abs-2104-13243
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Simon Reiß, Constantin Seibold, Alexander Freytag, Erik Rodner, Rainer Stiefelhagen:
Every Annotation Counts: Multi-label Deep Supervision for Medical Image Segmentation. CoRR abs/2104.13243 (2021)
[i51]
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  - journals/corr/abs-2105-13204
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Zdravko Marinov, Stanka Vasileva, Qing Wang, Constantin Seibold, Jiaming Zhang, Rainer Stiefelhagen:
Pose2Drone: A Skeleton-Pose-based Framework for Human-Drone Interaction. CoRR abs/2105.13204 (2021)
[i50]
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  - journals/corr/abs-2107-00346
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Kunyu Peng, Juncong Fei, Kailun Yang, Alina Roitberg, Jiaming Zhang, Frank Bieder, Philipp Heidenreich, Christoph Stiller, Rainer Stiefelhagen:
MASS: Multi-Attentional Semantic Segmentation of LiDAR Data for Dense Top-View Understanding. CoRR abs/2107.00346 (2021)
[i49]
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  - journals/corr/abs-2107-03172
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Jiaming Zhang, Kailun Yang, Angela Constantinescu, Kunyu Peng, Karin Müller, Rainer Stiefelhagen:
Trans4Trans: Efficient Transformer for Transparent Object Segmentation to Help Visually Impaired People Navigate in the Real World. CoRR abs/2107.03172 (2021)
[i48]
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  - journals/corr/abs-2107-03180
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Huayao Liu, Ruiping Liu, Kailun Yang, Jiaming Zhang, Kunyu Peng, Rainer Stiefelhagen:
HIDA: Towards Holistic Indoor Understanding for the Visually Impaired via Semantic Instance Segmentation with a Wearable Solid-State LiDAR Sensor. CoRR abs/2107.03180 (2021)
[i47]
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  - journals/corr/abs-2107-05617
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Alina Roitberg, David Schneider, Aulia Djamal, Constantin Seibold, Simon Reiß, Rainer Stiefelhagen:
Let's Play for Action: Recognizing Activities of Daily Living by Learning from Life Simulation Video Games. CoRR abs/2107.05617 (2021)
[i46]
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  - journals/corr/abs-2108-06383
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Chaoxiang Ma, Jiaming Zhang, Kailun Yang, Alina Roitberg, Rainer Stiefelhagen:
DensePASS: Dense Panoramic Semantic Segmentation via Unsupervised Domain Adaptation with Attention-Augmented Context Exchange. CoRR abs/2108.06383 (2021)
[i45]
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  - journals/corr/abs-2108-07007
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Haobin Tan, Chang Chen, Xinyu Luo, Jiaming Zhang, Constantin Seibold, Kailun Yang, Rainer Stiefelhagen:
Flying Guide Dog: Walkable Path Discovery for the Visually Impaired Utilizing Drones and Transformer-based Semantic Segmentation. CoRR abs/2108.07007 (2021)
[i44]
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  - journals/corr/abs-2108-09174
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Jiaming Zhang, Kailun Yang, Angela Constantinescu, Kunyu Peng, Karin Müller, Rainer Stiefelhagen:
Trans4Trans: Efficient Transformer for Transparent Object and Semantic Scene Segmentation in Real-World Navigation Assistance. CoRR abs/2108.09174 (2021)
[i43]
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  - journals/corr/abs-2110-11062
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Jiaming Zhang, Chaoxiang Ma, Kailun Yang, Alina Roitberg, Kunyu Peng, Rainer Stiefelhagen:
Transfer beyond the Field of View: Dense Panoramic Semantic Segmentation via Unsupervised Domain Adaptation. CoRR abs/2110.11062 (2021)
[i42]
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  - journals/corr/abs-2110-11739
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Tobias Ringwald, Rainer Stiefelhagen:
UBR²S: Uncertainty-Based Resampling and Reweighting Strategy for Unsupervised Domain Adaptation. CoRR abs/2110.11739 (2021)
[i41]
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  - journals/corr/abs-2111-02901
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Tobias Ringwald, Rainer Stiefelhagen:
Certainty Volume Prediction for Unsupervised Domain Adaptation. CoRR abs/2111.02901 (2021)
[i40]
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  - journals/corr/abs-2111-15271
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Kunyu Peng, Alina Roitberg, David Schneider, Marios Koulakis, Kailun Yang, Rainer Stiefelhagen:
Affect-DML: Context-Aware One-Shot Recognition of Human Affect using Deep Metric Learning. CoRR abs/2111.15271 (2021)
[i39]
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  - journals/corr/abs-2112-00735
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Constantin Seibold, Simon Reiß, Jens Kleesiek, Rainer Stiefelhagen:
Reference-guided Pseudo-Label Generation for Medical Semantic Segmentation. CoRR abs/2112.00735 (2021)
[i38]
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  - journals/corr/abs-2112-05006
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Jiaming Zhang, Kailun Yang, Rainer Stiefelhagen:
Exploring Event-driven Dynamic Context for Accident Scene Segmentation. CoRR abs/2112.05006 (2021)
2020
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  - journals/pacmhci/HoppeCS20
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Adrian Heinrich Hoppe, Florian van de Camp, Rainer Stiefelhagen:
ShiSha: Enabling Shared Perspective With Face-to-Face Collaboration Using Redirected Avatars in Virtual Reality. Proc. ACM Hum. Comput. Interact. 4(CSCW3): 1-22 (2020)
[j29]
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  - journals/sensors/MartinezYCS20
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Manuel Martínez, Kailun Yang, Angela Constantinescu, Rainer Stiefelhagen:
Helping the Blind to Get through COVID-19: Social Distancing Assistant Using Real-Time Semantic Segmentation on RGB-D Video. Sensors 20(18): 5202 (2020)
[j28]
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Vivek Sharma, Makarand Tapaswi, M. Saquib Sarfraz, Rainer Stiefelhagen:
Video Face Clustering With Self-Supervised Representation Learning. IEEE Trans. Biom. Behav. Identity Sci. 2(2): 145-157 (2020)
[c263]
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  - conf/accv/SeiboldKSS20
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Constantin Seibold, Jens Kleesiek, Heinz-Peter Schlemmer, Rainer Stiefelhagen:
Self-guided Multiple Instance Learning for Weakly Supervised Disease Classification and Localization in Chest Radiographs. ACCV (5) 2020: 617-634
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Christin Engel, Karin Müller, Angela Constantinescu, Claudia Loitsch, Vanessa Petrausch, Gerhard Weber, Rainer Stiefelhagen:
Travelling more independently: A Requirements Analysis for Accessible Journeys to Unknown Buildings for People with Visual Impairments. ASSETS 2020: 27:1-27:11
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Adrian Heinrich Hoppe, Julia K. Anken, Thorsten Schwarz, Rainer Stiefelhagen, Florian van de Camp:
CLEVR: A Customizable Interactive Learning Environment for Users with Low Vision in Virtual Reality. ASSETS 2020: 58:1-58:4
[c260]
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Tobias Ringwald, Rainer Stiefelhagen:
Unsupervised Domain Adaptation by Uncertain Feature Alignment. BMVC 2020
[c259]
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Alexander Wolpert, Michael Teutsch, M. Saquib Sarfraz, Rainer Stiefelhagen:
Anchor-free Small-scale Multispectral Pedestrian Detection. BMVC 2020
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Giuseppe Melfi, Karin Müller, Thorsten Schwarz, Gerhard Jaworek, Rainer Stiefelhagen:
Understanding what you feel: A Mobile Audio-Tactile System for Graphics Used at Schools with Students with Visual Impairment. CHI 2020: 1-12
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Simon Reiß, Alina Roitberg, Monica Haurilet, Rainer Stiefelhagen:
Activity-aware Attributes for Zero-Shot Driver Behavior Recognition. CVPR Workshops 2020: 3950-3955
[c256]
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Ali Diba, Mohsen Fayyaz, Vivek Sharma, Manohar Paluri, Jürgen Gall, Rainer Stiefelhagen, Luc Van Gool:
Large Scale Holistic Video Understanding. ECCV (5) 2020: 593-610
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Vivek Sharma, Makarand Tapaswi, M. Saquib Sarfraz, Rainer Stiefelhagen:
Clustering based Contrastive Learning for Improving Face Representations. FG 2020: 109-116
[c254]
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Ute Schmid, Volker Tresp, Matthias Bethge, Kristian Kersting, Rainer Stiefelhagen:
Künstliche Intelligenz - Die dritte Welle. GI-Jahrestagung 2020: 91-95
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Adrian Heinrich Hoppe, Florian van de Camp, Rainer Stiefelhagen:
Enabling Interaction with Arbitrary 2D Applications in Virtual Environments. HCI (39) 2020: 30-36
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Adrian Heinrich Hoppe, Leon Kaucher, Florian van de Camp, Rainer Stiefelhagen:
Calibration of Diverse Tracking Systems to Enable Local Collaborative Mixed Reality Applications. HCI (10) 2020: 63-80
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Haoye Chen, Yingzhi Zhang, Kailun Yang, Manuel Martínez, Karin Müller, Rainer Stiefelhagen:
Can We Unify Perception and Localization in Assisted Navigation? An Indoor Semantic Visual Positioning System for Visually Impaired People. ICCHP (1) 2020: 97-104
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Claudia Loitsch, Karin Müller, Christin Engel, Gerhard Weber, Rainer Stiefelhagen:
AccessibleMaps: Addressing Gaps in Maps for People with Visual and Mobility Impairments. ICCHP (2) 2020: 286-296
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Christopher Baumgärtner, Thorsten Schwarz, Rainer Stiefelhagen:
Image-Based Recognition of Braille Using Neural Networks on Mobile Devices. ICCHP (1) 2020: 346-353
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Thorsten Schwarz, Arsalan Akbarioroumieh, Giuseppe Melfi, Rainer Stiefelhagen:
Developing a Magnification Prototype Based on Head and Eye-Tracking for Persons with Low Vision. ICCHP (1) 2020: 354-363
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Angela Constantinescu, Karin Müller, Monica Haurilet, Vanessa Petrausch, Rainer Stiefelhagen:
Bring the Environment to Life: A Sonification Module for People with Visual Impairments to Improve Situation Awareness. ICMI 2020: 50-59
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Alina Roitberg, Monica Haurilet, Manuel Martínez, Rainer Stiefelhagen:
Uncertainty-sensitive Activity Recognition: A Reliability Benchmark and the CARING Models. ICPR 2020: 3814-3821
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Robin Ruede, Verena Heusser, Lukas Frank, Alina Roitberg, Monica Haurilet, Rainer Stiefelhagen:
Multi-Task Learning for Calorie Prediction on a Novel Large-Scale Recipe Dataset Enriched with Nutritional Information. ICPR 2020: 4001-4008
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Amine Kechaou, Manuel Martínez, Monica Haurilet, Rainer Stiefelhagen:
Detective: An Attentive Recurrent Model for Sparse Object Detection. ICPR 2020: 5340-5347
[c243]
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Manuel Martin, Michael Voit, Rainer Stiefelhagen:
Dynamic Interaction Graphs for Driver Activity Recognition. ITSC 2020: 1-7
[c242]
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Alina Roitberg, Monica Haurilet, Simon Reiß, Rainer Stiefelhagen:
CNN-based Driver Activity Understanding: Shedding Light on Deep Spatiotemporal Representations. ITSC 2020: 1-6
[c241]
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Kailun Yang, Xinxin Hu, Hao Chen, Kaite Xiang, Kaiwei Wang, Rainer Stiefelhagen:
DS-PASS: Detail-Sensitive Panoramic Annular Semantic Segmentation through SwaftNet for Surrounding Sensing. IV 2020: 457-464
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Simon Reiß, Alina Roitberg, Monica Haurilet, Rainer Stiefelhagen:
Deep Classification-driven Domain Adaptation for Cross-Modal Driver Behavior Recognition. IV 2020: 1042-1047
[c239]
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Alina Roitberg, Chaoxiang Ma, Monica Haurilet, Rainer Stiefelhagen:
Open Set Driver Activity Recognition. IV 2020: 1048-1053
[c238]
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Kailun Yang, Xinxin Hu, Kaiwei Wang, Rainer Stiefelhagen:
In Defense of Multi-Source Omni-Supervised Efficient ConvNet for Robust Semantic Segmentation in Heterogeneous Unseen Domains. IV 2020: 1386-1393
[i37]
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  - journals/corr/abs-2004-02195
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Vivek Sharma, Makarand Tapaswi, M. Saquib Sarfraz, Rainer Stiefelhagen:
Clustering based Contrastive Learning for Improving Face Representations. CoRR abs/2004.02195 (2020)
[i36]
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Vivek Sharma, Makarand Tapaswi, Rainer Stiefelhagen:
Deep Multimodal Feature Encoding for Video Ordering. CoRR abs/2004.02205 (2020)
[i35]
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Amine Kechaou, Manuel Martínez, Monica Haurilet, Rainer Stiefelhagen:
Detective: An Attentive Recurrent Model for Sparse Object Detection. CoRR abs/2004.12197 (2020)
[i34]
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  - journals/corr/abs-2007-10202
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Wei Mao, Jiaming Zhang, Kailun Yang, Rainer Stiefelhagen:
Can we cover navigational perception needs of the visually impaired by panoptic segmentation? CoRR abs/2007.10202 (2020)
[i33]
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  - journals/corr/abs-2008-08418
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Alexander Wolpert, Michael Teutsch, M. Saquib Sarfraz, Rainer Stiefelhagen:
Anchor-free Small-scale Multispectral Pedestrian Detection. CoRR abs/2008.08418 (2020)
[i32]
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Jiaming Zhang, Kailun Yang, Rainer Stiefelhagen:
ISSAFE: Improving Semantic Segmentation in Accidents by Fusing Event-based Data. CoRR abs/2008.08974 (2020)
[i31]
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  - journals/corr/abs-2009-06483
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Tobias Ringwald, Rainer Stiefelhagen:
Unsupervised Domain Adaptation by Uncertain Feature Alignment. CoRR abs/2009.06483 (2020)
[i30]
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  - journals/corr/abs-2010-00127
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Constantin Seibold, Jens Kleesiek, Heinz-Peter Schlemmer, Rainer Stiefelhagen:
Self-Guided Multiple Instance Learning for Weakly Supervised Disease Classification and Localization in Chest Radiographs. CoRR abs/2010.00127 (2020)
[i29]
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  - journals/corr/abs-2011-01082
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Robin Ruede, Verena Heusser, Lukas Frank, Alina Roitberg, Monica Haurilet, Rainer Stiefelhagen:
Multi-Task Learning for Calorie Prediction on a Novel Large-Scale Recipe Dataset Enriched with Nutritional Information. CoRR abs/2011.01082 (2020)

2010 – 2019

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What is the meaning of the colors in the publication lists?

2019
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Angela Constantinescu, Vanessa Petrausch, Karin Müller, Rainer Stiefelhagen:
Towards a Standardized Grammar for Navigation Systems for Persons with Visual Impairments. ASSETS 2019: 539-541
[c236]
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M. Saquib Sarfraz, Constantin Seibold, Haroon Khalid, Rainer Stiefelhagen:
Content and Colour Distillation for Learning Image Translations with the Spatial Profile Loss. BMVC 2019: 287
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Alina Roitberg, Tim Pollert, Monica Haurilet, Manuel Martin, Rainer Stiefelhagen:
Analysis of Deep Fusion Strategies for Multi-Modal Gesture Recognition. CVPR Workshops 2019: 198-206
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Tobias Ringwald, Lars Sommer, Arne Schumann, Jürgen Beyerer, Rainer Stiefelhagen:
UAV-Net: A Fast Aerial Vehicle Detector for Mobile Platforms. CVPR Workshops 2019: 544-552
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Ali Diba, Vivek Sharma, Rainer Stiefelhagen, Luc Van Gool:
Weakly Supervised Object Discovery by Generative Adversarial & Ranking Networks. CVPR Workshops 2019: 601-610
[c232]
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Monica Haurilet, Alina Roitberg, Rainer Stiefelhagen:
It's Not About the Journey; It's About the Destination: Following Soft Paths Under Question-Guidance for Visual Reasoning. CVPR 2019: 1930-1939
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M. Saquib Sarfraz, Vivek Sharma, Rainer Stiefelhagen:
Efficient Parameter-Free Clustering Using First Neighbor Relations. CVPR 2019: 8934-8943
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Monica Haurilet, Ziad Al-Halah, Rainer Stiefelhagen:
DynGraph: Visual Question Answering via Dynamic Scene Graphs. GCPR 2019: 428-441
[c229]
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  - conf/embc/Ahmedt-Aristizabal19a
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David Ahmedt-Aristizabal, M. Saquib Sarfraz, Simon Denman, Kien Nguyen, Clinton Fookes, Sasha Dionisio, Rainer Stiefelhagen:
Motion Signatures for the Analysis of Seizure Evolution in Epilepsy. EMBC 2019: 2099-2105
[c228]
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Manuel Martínez, David Ahmedt-Aristizabal, Tilman Väth, Clinton Fookes, Andreas Benz, Rainer Stiefelhagen:
A Vision-based System for Breathing Disorder Identification: A Deep Learning Perspective. EMBC 2019: 6529-6532
[c227]
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Vivek Sharma, Makarand Tapaswi, M. Saquib Sarfraz, Rainer Stiefelhagen:
Self-Supervised Learning of Face Representations for Video Face Clustering. FG 2019: 1-8
[c226]
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Manuel Martin, Alina Roitberg, Monica Haurilet, Matthias Horne, Simon Reiß, Michael Voit, Rainer Stiefelhagen:
Drive&Act: A Multi-Modal Dataset for Fine-Grained Driver Behavior Recognition in Autonomous Vehicles. ICCV 2019: 2801-2810
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Ali Diba, Vivek Sharma, Luc Van Gool, Rainer Stiefelhagen:
DynamoNet: Dynamic Action and Motion Network. ICCV 2019: 6191-6200
[c224]
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  - conf/icdar/BenderHRS19
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Sidney Bender, Monica Haurilet, Alina Roitberg, Rainer Stiefelhagen:
Learning Fine-Grained Image Representations for Mathematical Expression Recognition. GREC@ICDAR 2019: 56-61
[c223]
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Monica Haurilet, Alina Roitberg, Manuel Martínez, Rainer Stiefelhagen:
WiSe - Slide Segmentation in the Wild. ICDAR 2019: 343-348
[c222]
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  - conf/ivs/BullingerBAS19
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Sebastian Bullinger, Christoph Bodensteiner, Michael Arens, Rainer Stiefelhagen:
3D Object Trajectory Reconstruction using Instance-Aware Multibody Structure from Motion and Stereo Sequence Constraints. IV 2019: 466-473
[c221]
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Patrick Gebert, Alina Roitberg, Monica Haurilet, Rainer Stiefelhagen:
End-to-end Prediction of Driver Intention using 3D Convolutional Neural Networks. IV 2019: 969-974
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Veith Röthlingshöfer, Vivek Sharma, Rainer Stiefelhagen:
Self-supervised Face-Grouping on Graphs. ACM Multimedia 2019: 247-256
[c219]
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Monica Haurilet, Ziad Al-Halah, Rainer Stiefelhagen:
SPaSe - Multi-Label Page Segmentation for Presentation Slides. WACV 2019: 726-734
[i28]
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  - journals/corr/abs-1902-11266
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M. Saquib Sarfraz, Vivek Sharma, Rainer Stiefelhagen:
Efficient Parameter-free Clustering Using First Neighbor Relations. CoRR abs/1902.11266 (2019)
[i27]
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Vivek Sharma, Makarand Tapaswi, M. Saquib Sarfraz, Rainer Stiefelhagen:
Self-Supervised Learning of Face Representations for Video Face Clustering. CoRR abs/1903.01000 (2019)
[i26]
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Ali Diba, Vivek Sharma, Luc Van Gool, Rainer Stiefelhagen:
DynamoNet: Dynamic Action and Motion Network. CoRR abs/1904.11407 (2019)
[i25]
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Ali Diba, Mohsen Fayyaz, Vivek Sharma, Manohar Paluri, Jürgen Gall, Rainer Stiefelhagen, Luc Van Gool:
Holistic Large Scale Video Understanding. CoRR abs/1904.11451 (2019)
[i24]
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M. Saquib Sarfraz, Constantin Seibold, Haroon Khalid, Rainer Stiefelhagen:
Content and Colour Distillation for Learning Image Translations with the Spatial Profile Loss. CoRR abs/1908.00274 (2019)
[i23]
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Kailun Yang, Xinxin Hu, Hao Chen, Kaite Xiang, Kaiwei Wang, Rainer Stiefelhagen:
DS-PASS: Detail-Sensitive Panoramic Annular Semantic Segmentation through SwaftNet for Surrounding Sensing. CoRR abs/1909.07721 (2019)
2018
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Julian Ludwig, Manuel Martin, Matthias Horne, Michael Flad, Michael Voit, Rainer Stiefelhagen, Sören Hohmann:
Driver observation and shared vehicle control: supporting the driver on the way back into the control loop. Autom. 66(2): 146-159 (2018)
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Alina Roitberg, Ziad Al-Halah, Rainer Stiefelhagen:
Informed Democracy: Voting-based Novelty Detection for Action Recognition. BMVC 2018: 52
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M. Saquib Sarfraz, Arne Schumann, Andreas Eberle, Rainer Stiefelhagen:
A Pose-Sensitive Embedding for Person Re-Identification With Expanded Cross Neighborhood Re-Ranking. CVPR 2018: 420-429
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Vivek Sharma, Ali Diba, Davy Neven, Michael S. Brown, Luc Van Gool, Rainer Stiefelhagen:
Classification-Driven Dynamic Image Enhancement. CVPR 2018: 4033-4041
[c215]
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Manuel Martínez, Rainer Stiefelhagen:
Taming the Cross Entropy Loss. GCPR 2018: 628-637
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Sebastian Bullinger, Christoph Bodensteiner, Michael Arens, Rainer Stiefelhagen:
3D Vehicle Trajectory Reconstruction in Monocular Video Data Using Environment Structure Constraints. ECCV (10) 2018: 36-51
[c213]
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Alina Roitberg, Manuel Martínez, Monica Haurilet, Rainer Stiefelhagen:
Towards a Fair Evaluation of Zero-Shot Action Recognition Using External Data. ECCV Workshops (4) 2018: 97-105
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Monica Haurilet, Ziad Al-Halah, Rainer Stiefelhagen:
MoQA - A Multi-modal Question Answering Architecture. ECCV Workshops (4) 2018: 106-113
[c211]
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Adrian Heinrich Hoppe, Kai Westerkamp, Sebastian Maier, Florian van de Camp, Rainer Stiefelhagen:
Multi-user Collaboration on Complex Data in Virtual and Augmented Reality. HCI (29) 2018: 258-265
[c210]
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Adrian Heinrich Hoppe, Leonard Otto, Florian van de Camp, Rainer Stiefelhagen, Gabriel Unmüßig:
qVRty: Virtual Keyboard with a Haptic, Real-World Representation. HCI (29) 2018: 266-272
[c209]
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Adrian Heinrich Hoppe, Roland Reeb, Florian van de Camp, Rainer Stiefelhagen:
Capability for Collision Avoidance of Different User Avatars in Virtual Reality. HCI (29) 2018: 273-279
[c208]
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Adrian Heinrich Hoppe, Roland Reeb, Florian van de Camp, Rainer Stiefelhagen:
Interaction of Distant and Local Users in a Collaborative Virtual Environment. HCI (9) 2018: 328-337
[c207]
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  - conf/icchp/PetrauschSS18
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Vanessa Petrausch, Thorsten Schwarz, Rainer Stiefelhagen:
Prototype Development of a Low-Cost Vibro-Tactile Navigation Aid for the Visually Impaired. ICCHP (2) 2018: 63-69
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Thorsten Schwarz, Sachin Rajgopal, Rainer Stiefelhagen:
Accessible EPUB: Making EPUB 3 Documents Universal Accessible. ICCHP (1) 2018: 85-92
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Thorsten Schwarz, Reiner Dolp, Rainer Stiefelhagen:
Optical Braille Recognition. ICCHP (1) 2018: 122-130
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Daniel Koester, Tobias Allgeyer, Rainer Stiefelhagen:
Visual Shoreline Detection for Blind and Partially Sighted People. ICCHP (2) 2018: 123-131
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Giuseppe Melfi, Thorsten Schwarz, Rainer Stiefelhagen:
An Inclusive and Accessible LaTeX Editor. ICCHP (1) 2018: 579-582
[c202]
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Claudia Loitsch, Karin Müller, Stephan Seifermann, Jörg Henß, Sebastian Dieter Krach, Gerhard Jaworek, Rainer Stiefelhagen:
UML4ALL Syntax - A Textual Notation for UML Diagrams. ICCHP (1) 2018: 598-605
[c201]
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Elena Wolf, Manuel Martínez, Alina Roitberg, Rainer Stiefelhagen, Barbara Deml:
Estimating mental load in passive and active tasks from pupil and gaze changes using bayesian surprise. MCPMD@ICMI 2018: 6
[c200]
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Congcong Wang, Vivek Sharma, Yu Fan, Faouzi Alaya Cheikh, Azeddine Beghdadi, Ole Jacob Elle, Rainer Stiefelhagen:
Can Image Enhancement be Beneficial to Find Smoke Images in Laparoscopic Surgery? CIC 2018: 163-168
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Manuel Martin, Johannes Popp, Mathias Anneken, Michael Voit, Rainer Stiefelhagen:
Body Pose and Context Information for Driver Secondary Task Detection. Intelligent Vehicles Symposium 2018: 2015-2021
[c198]
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Adrian Heinrich Hoppe, Florian van de Camp, Rainer Stiefelhagen:
Personal Perspective: Using Modified World Views to Overcome Real-Life Limitations in Virtual Reality. VR 2018: 577-578
[i22]
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Sebastian Bullinger, Christoph Bodensteiner, Michael Arens, Rainer Stiefelhagen:
Stereo 3D Object Trajectory Reconstruction. CoRR abs/1808.09297 (2018)
[i21]
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Manuel Martínez, Rainer Stiefelhagen:
Taming the Cross Entropy Loss. CoRR abs/1810.05075 (2018)
[i20]
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  - journals/corr/abs-1810-12819
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Alina Roitberg, Ziad Al-Halah, Rainer Stiefelhagen:
Informed Democracy: Voting-based Novelty Detection for Action Recognition. CoRR abs/1810.12819 (2018)
[i19]
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Congcong Wang, Vivek Sharma, Yu Fan, Faouzi Alaya Cheikh, Azeddine Beghdadi, Ole Jacob Elle, Rainer Stiefelhagen:
Can Image Enhancement be Beneficial to Find Smoke Images in Laparoscopic Surgery? CoRR abs/1812.10784 (2018)
2017
[j26]
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M. Saquib Sarfraz, Rainer Stiefelhagen:
Deep Perceptual Mapping for Cross-Modal Face Recognition. Int. J. Comput. Vis. 122(3): 426-438 (2017)
[j25]
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Gerhard Weber, Rainer Stiefelhagen, Ricardo Büttner, René Reiners, Steffen Puhl, Henning Lübbecke:
Accessibility Beyond the Desktop. Inform. Spektrum 40(6): 499-500 (2017)
[j24]
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M. Saquib Sarfraz, Angela Constantinescu, Melanie Zuzej, Rainer Stiefelhagen:
A Multimodal Assistive System for Helping Visually Impaired in Social Interactions. Inform. Spektrum 40(6): 540-545 (2017)
[j23]
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Karin Müller, Vanessa Petrausch, Gerhard Jaworek, Jörg Henß, Stephan Seifermann, Claudia Loitsch, Rainer Stiefelhagen:
UML4ALL: Gemeinsam in Diversity Teams Software modellieren - Für Menschen mit und ohne Seheinschränkung. Inform. Spektrum 40(6): 562-572 (2017)
[c197]
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M. Saquib Sarfraz, Arne Schumann, Yan Wang, Rainer Stiefelhagen:
Deep View-Sensitive Pedestrian Attribute Inference in an end-to-end Model. BMVC 2017
[c196]
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Anke Schwarz, Monica-Laura Haurilet, Manuel Martínez, Rainer Stiefelhagen:
DriveAHead - A Large-Scale Driver Head Pose Dataset. CVPR Workshops 2017: 1165-1174
[c195]
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Arne Schumann, Rainer Stiefelhagen:
Person Re-identification by Deep Learning Attribute-Complementary Information. CVPR Workshops 2017: 1435-1443
[c194]
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Ziad Al-Halah, Rainer Stiefelhagen:
Automatic Discovery, Association Estimation and Learning of Semantic Attributes for a Thousand Categories. CVPR 2017: 5112-5121
[c193]
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  - conf/dcc/MartinezHSS17
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Manuel Martínez, Monica-Laura Haurilet, Rainer Stiefelhagen, Joan Serra-Sagristà:
Marlin: A High Throughput Variable-to-Fixed Codec Using Plurally Parsable Dictionaries. DCC 2017: 161-170
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Gunnar Strentzsch, Florian van de Camp, Rainer Stiefelhagen:
Digital Map Table VR: Bringing an Interactive System to Virtual Reality. HCI (10) 2017: 54-71
[c191]
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Adrian Heinrich Hoppe, Florian van de Camp, Rainer Stiefelhagen:
Interaction with Three Dimensional Objects on Diverse Input and Output Devices: A Survey. HCI (29) 2017: 130-139
[c190]
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Ziad Al-Halah, Rainer Stiefelhagen, Kristen Grauman:
Fashion Forward: Forecasting Visual Style in Fashion. ICCV 2017: 388-397
[c189]
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Manuel Martínez, Alina Roitberg, Daniel Koester, Rainer Stiefelhagen, Boris Schauerte:
Using Technology Developed for Autonomous Cars to Help Navigate Blind People. ICCV Workshops 2017: 1424-1432
[c188]
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Daniel Koester, Rainer Stiefelhagen, Maximilian Awiszus:
Mind the Gap: Virtual Shorelines for Blind and Partially Sighted People. ICCV Workshops 2017: 1443-1451
[c187]
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Sebastian Münzner, Philip Schmidt, Attila Reiss, Michael Hanselmann, Rainer Stiefelhagen, Robert Dürichen:
CNN-based sensor fusion techniques for multimodal human activity recognition. ISWC 2017: 158-165
[c186]
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Manuel Martin, Stephan Stuehmer, Michael Voit, Rainer Stiefelhagen:
Real time driver body pose estimation for novel assistance systems. ITSC 2017: 1-7
[c185]
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Manuel Martínez, Rainer Stiefelhagen:
Breathing Rate Monitoring during Sleep from a Depth Camera under Real-Life Conditions. WACV 2017: 1168-1176
[i18]
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Ziad Al-Halah, Rainer Stiefelhagen:
Automatic Discovery, Association Estimation and Learning of Semantic Attributes for a Thousand Categories. CoRR abs/1704.03607 (2017)
[i17]
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Ziad Al-Halah, Rainer Stiefelhagen, Kristen Grauman:
Fashion Forward: Forecasting Visual Style in Fashion. CoRR abs/1705.06394 (2017)
[i16]
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M. Saquib Sarfraz, Arne Schumann, Yan Wang, Rainer Stiefelhagen:
Deep View-Sensitive Pedestrian Attribute Inference in an end-to-end Model. CoRR abs/1707.06089 (2017)
[i15]
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  - journals/corr/abs-1710-07558
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Vivek Sharma, Ali Diba, Davy Neven, Michael S. Brown, Luc Van Gool, Rainer Stiefelhagen:
Classification Driven Dynamic Image Enhancement. CoRR abs/1710.07558 (2017)
[i14]
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  - journals/corr/abs-1711-06136
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Sebastian Bullinger, Christoph Bodensteiner, Michael Arens, Rainer Stiefelhagen:
3D Trajectory Reconstruction of Dynamic Objects Using Planarity Constraints. CoRR abs/1711.06136 (2017)
[i13]
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  - journals/corr/abs-1711-08174
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Ali Diba, Vivek Sharma, Rainer Stiefelhagen, Luc Van Gool:
Object Discovery By Generative Adversarial & Ranking Networks. CoRR abs/1711.08174 (2017)
[i12]
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  - journals/corr/abs-1711-10378
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M. Saquib Sarfraz, Arne Schumann, Andreas Eberle, Rainer Stiefelhagen:
A Pose-Sensitive Embedding for Person Re-Identification with Expanded Cross Neighborhood Re-Ranking. CoRR abs/1711.10378 (2017)
[i11]
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M. Saquib Sarfraz, Angela Constantinescu, Melanie Zuzej, Rainer Stiefelhagen:
A Multimodal Assistive System for Helping Visually Impaired in Social Interactions. CoRR abs/1711.10886 (2017)
2016
[j22]
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Ziad Al-Halah, Lukas Rybok, Rainer Stiefelhagen:
Transfer metric learning for action similarity using high-level semantics. Pattern Recognit. Lett. 72: 82-90 (2016)
[c184]
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Gerrit Holzbach, Florian van de Camp, Rainer Stiefelhagen:
Automatic generation of scene-specific person trackers. AVSS 2016: 408-415
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Makarand Tapaswi, Yukun Zhu, Rainer Stiefelhagen, Antonio Torralba, Raquel Urtasun, Sanja Fidler:
MovieQA: Understanding Stories in Movies through Question-Answering. CVPR 2016: 4631-4640
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Ziad Al-Halah, Makarand Tapaswi, Rainer Stiefelhagen:
Recovering the Missing Link: Predicting Class-Attribute Associations for Unsupervised Zero-Shot Learning. CVPR 2016: 5975-5984
[c181]
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Daniel Koester, Björn Lunt, Rainer Stiefelhagen:
Zebra Crossing Detection from Aerial Imagery Across Countries. ICCHP (2) 2016: 27-34
[c180]
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Konstantinos Papadopoulos, Konstantinos Charitakis, Lefkothea Kartasidou, Georgios Kouroupetroglou, Suad Sakalli Gumus, Efstratios Stylianidis, Rainer Stiefelhagen, Karin Müller, Engin Yilmaz, Gerhard Jaworek, Christos Polimeras, Utku Sayin, Nikolaos Oikonomidis, Nikolaos Lithoxopoulos:
User Requirements Regarding Information Included in Audio-Tactile Maps for Individuals with Blindness. ICCHP (2) 2016: 168-175
[c179]
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Torsten Wörtwein, Boris Schauerte, Karin Müller, Rainer Stiefelhagen:
Mobile Interactive Image Sonification for the Blind. ICCHP (1) 2016: 212-219
[c178]
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Timo Grimm, Manuel Martínez, Andreas Benz, Rainer Stiefelhagen:
Sleep position classification from a depth camera using Bed Aligned Maps. ICPR 2016: 319-324
[c177]
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Felix Schmitt, Hans-Joachim Bieg, Dietrich Manstetten, Michael Herman, Rainer Stiefelhagen:
Predicting lane keeping behavior of visually distracted drivers using inverse suboptimal control. Intelligent Vehicles Symposium 2016: 412-418
[c176]
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Felix Schmitt, Hans-Joachim Bieg, Dietrich Manstetten, Michael Herman, Rainer Stiefelhagen:
Exact Maximum Entropy Inverse Optimal Control for modeling human attention switching and control. SMC 2016: 2807-2813
[c175]
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Monica-Laura Haurilet, Makarand Tapaswi, Ziad Al-Halah, Rainer Stiefelhagen:
Naming TV characters by watching and analyzing dialogs. WACV 2016: 1-9
[c174]
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Anke Schwarz, Zhuang Lin, Rainer Stiefelhagen:
HeHOP: Highly efficient head orientation and position estimation. WACV 2016: 1-8
[i10]
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M. Saquib Sarfraz, Rainer Stiefelhagen:
Deep Perceptual Mapping for Cross-Modal Face Recognition. CoRR abs/1601.05347 (2016)
[i9]
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Ziad Al-Halah, Rainer Stiefelhagen:
How to Transfer? Zero-Shot Object Recognition via Hierarchical Transfer of Semantic Attributes. CoRR abs/1604.00326 (2016)
[i8]
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Felix Schmitt, Hans-Joachim Bieg, Dietrich Manstetten, Michael Herman, Rainer Stiefelhagen:
Predicting Lane Keeping Behavior of Visually Distracted Drivers Using Inverse Suboptimal Control. CoRR abs/1604.03984 (2016)
[i7]
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Felix Schmitt, Hans-Joachim Bieg, Dietrich Manstetten, Michael Herman, Rainer Stiefelhagen:
Exact Maximum Entropy Inverse Optimal Control for Modelling Human Attention Switching and Control. CoRR abs/1607.05485 (2016)
[i6]
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Ziad Al-Halah, Makarand Tapaswi, Rainer Stiefelhagen:
Recovering the Missing Link: Predicting Class-Attribute Associations for Unsupervised Zero-Shot Learning. CoRR abs/1610.04787 (2016)
[i5]
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Manuel Martínez, Monica-Laura Haurilet, Ziad Al-Halah, Makarand Tapaswi, Rainer Stiefelhagen:
Relaxed Earth Mover's Distances for Chain- and Tree-connected Spaces and their use as a Loss Function in Deep Learning. CoRR abs/1611.07573 (2016)
2015
[j21]
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Makarand Tapaswi, Martin Bäuml, Rainer Stiefelhagen:
Aligning plot synopses to videos for story-based retrieval. Int. J. Multim. Inf. Retr. 4(1): 3-16 (2015)
[c173]
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Jürgen Beyerer, Rainer Stiefelhagen:
Message from general chairs. AVSS 2015: 1-4
[c172]
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  - conf/avss/SchumannS15
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Arne Schumann, Rainer Stiefelhagen:
Transferring attributes for person re-identification. AVSS 2015: 1-6
[c171]
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M. Saquib Sarfraz, Rainer Stiefelhagen:
Deep Perceptual Mapping for Thermal to Visible Face Recogntion. BMVC 2015: 9.1-9.11
[c170]
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Makarand Tapaswi, Martin Bäuml, Rainer Stiefelhagen:
Book2Movie: Aligning video scenes with book chapters. CVPR 2015: 1827-1835
[c169]
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Anke Schwarz, Esther-Sabrina Wacker, Manuel Martin, M. Saquib Sarfraz, Rainer Stiefelhagen:
3D Facial Landmark Detection: How to Deal with Head Rotations? GCPR 2015: 424-434
[c168]
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Tobias Gehrig, Ziad Al-Halah, Hazim Kemal Ekenel, Rainer Stiefelhagen:
Action unit intensity estimation using hierarchical partial least squares. FG 2015: 1-6
[c167]
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Makarand Tapaswi, Martin Bäuml, Rainer Stiefelhagen:
Improved weak labels using contextual cues for person identification in videos. FG 2015: 1-8
[c166]
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  - conf/hci/KahlertCS15
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Tobias Kahlert, Florian van de Camp, Rainer Stiefelhagen:
Learning to Juggle in an Interactive Virtual Reality Environment. HCI (27) 2015: 196-201
[c165]
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Hua Gao, Hazim Kemal Ekenel, Rainer Stiefelhagen:
Combining view-based pose normalization and feature transform for cross-pose face recognition. ICB 2015: 487-492
[c164]
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Boris Schauerte, Torsten Wörtwein, Rainer Stiefelhagen:
Color decorrelation helps visual saliency detection. ICIP 2015: 1965-1969
[c163]
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Torsten Wörtwein, Mathieu Chollet, Boris Schauerte, Louis-Philippe Morency, Rainer Stiefelhagen, Stefan Scherer:
Multimodal Public Speaking Performance Assessment. ICMI 2015: 43-50
[c162]
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Torsten Wörtwein, Boris Schauerte, Karin E. Müller, Rainer Stiefelhagen:
Interactive Web-based Image Sonification for the Blind. ICMI 2015: 375-376
[c161]
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Andreas T. Schulz, Rainer Stiefelhagen:
A Controlled Interactive Multiple Model Filter for Combined Pedestrian Intention Recognition and Path Prediction. ITSC 2015: 173-178
[c160]
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Andreas T. Schulz, Rainer Stiefelhagen:
Pedestrian intention recognition using Latent-dynamic Conditional Random Fields. Intelligent Vehicles Symposium 2015: 622-627
[c159]
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Boris Schauerte, Torsten Wörtwein, Rainer Stiefelhagen:
A Web-based Platform for Interactive Image Sonification. MuC (Workshopband) 2015: 399-403
[c158]
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Marin Vlastelica P., Sergey Hayrapetyan, Makarand Tapaswi, Rainer Stiefelhagen:
KIT at MediaEval 2015 - Evaluating Visual Cues for Affective Impact of Movies Task. MediaEval 2015
[c157]
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  - conf/mir/GhalebTAES15
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Esam Ghaleb, Makarand Tapaswi, Ziad Al-Halah, Hazim Kemal Ekenel, Rainer Stiefelhagen:
Accio: A Data Set for Face Track Retrieval in Movies Across Age. ICMR 2015: 455-458
[c156]
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Manuel Martínez, Lukas Rybok, Rainer Stiefelhagen:
Action recognition in bed using BAMs for assisted living and elderly care. MVA 2015: 329-332
[c155]
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Alexander Schick, Rainer Stiefelhagen:
3D Pictorial Structures for Human Pose Estimation with Supervoxels. WACV 2015: 140-147
[c154]
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Ziad Al-Halah, Rainer Stiefelhagen:
How to Transfer? Zero-Shot Object Recognition via Hierarchical Transfer of Semantic Attributes. WACV 2015: 837-843
[i4]
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Boris Schauerte, Rainer Stiefelhagen:
On the Distribution of Salient Objects in Web Images and its Influence on Salient Object Detection. CoRR abs/1501.03383 (2015)
[i3]
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M. Saquib Sarfraz, Rainer Stiefelhagen:
Deep Perceptual Mapping for Thermal to Visible Face Recognition. CoRR abs/1507.02879 (2015)
[i2]
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Christian Wittner, Boris Schauerte, Rainer Stiefelhagen:
What's the point? Frame-wise Pointing Gesture Recognition with Latent-Dynamic Conditional Random Fields. CoRR abs/1510.05879 (2015)
[i1]
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Makarand Tapaswi, Yukun Zhu, Rainer Stiefelhagen, Antonio Torralba, Raquel Urtasun, Sanja Fidler:
MovieQA: Understanding Stories in Movies through Question-Answering. CoRR abs/1512.02902 (2015)
2014
[j20]
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Joris IJsselmuiden, David Münch, Ann-Kristin Grosselfinger, Michael Arens, Rainer Stiefelhagen:
Automatic understanding of group behavior using fuzzy temporal logic. J. Ambient Intell. Smart Environ. 6(6): 623-649 (2014)
[j19]
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Alexander Schick, Mika Fischer, Rainer Stiefelhagen:
An evaluation of the compactness of superpixels. Pattern Recognit. Lett. 43: 71-80 (2014)
[c153]
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Manuel Martínez, Florian van de Camp, Rainer Stiefelhagen:
Real Time Head Model Creation and Head Pose Estimation on Consumer Depth Cameras. 3DV 2014: 641-648
[c152]
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Martin Bäuml, Makarand Tapaswi, Rainer Stiefelhagen:
A time pooled track kernel for person identification. AVSS 2014: 7-12
[c151]
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Makarand Tapaswi, Martin Bäuml, Rainer Stiefelhagen:
StoryGraphs: Visualizing Character Interactions as a Timeline. CVPR 2014: 827-834
[c150]
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Boris Schauerte, Daniel Koester, Manuel Martínez, Rainer Stiefelhagen:
Way to Go! Detecting Open Areas Ahead of a Walking Person. ECCV Workshops (3) 2014: 349-360
[c149]
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Manuel Martínez, Angela Constantinescu, Boris Schauerte, Daniel Koester, Rainer Stiefelhagen:
Cognitive Evaluation of Haptic and Audio Feedback in Short Range Navigation Tasks. ICCHP (2) 2014: 128-135
[c148]
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Makarand Tapaswi, Cemal Cagn Corez, Martin Bäuml, Hazim Kemal Ekenel, Rainer Stiefelhagen:
Cleaning up after a face tracker: False positive removal. ICIP 2014: 253-257
[c147]
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Manuel Martínez, Rainer Stiefelhagen:
Kinect unbiased. ICIP 2014: 5791-5795
[c146]
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  - conf/icpr/SchneiderSS14
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Timo Schneider, Boris Schauerte, Rainer Stiefelhagen:
Manifold Alignment for Person Independent Appearance-Based Gaze Estimation. ICPR 2014: 1167-1172
[c145]
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Ziad Al-Halah, Lukas Rybok, Rainer Stiefelhagen:
What to Transfer? High-Level Semantics in Transfer Metric Learning for Action Similarity. ICPR 2014: 2775-2780
[c144]
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Makarand Tapaswi, Omkar M. Parkhi, Esa Rahtu, Eric Sommerlade, Rainer Stiefelhagen, Andrew Zisserman:
Total Cluster: A person agnostic clustering method for broadcast videos. ICVGIP 2014: 7:1-7:8
[c143]
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Boris Schauerte, Rainer Stiefelhagen:
"Look at this!" learning to guide visual saliency in human-robot interaction. IROS 2014: 995-1002
[c142]
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Matthias Ochs, Alexander Schick, Rainer Stiefelhagen:
Erfassung der Oberkörperpose im Kraftfahrzeug. MuC (Workshopband) 2014: 211-219
[c141]
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Makarand Tapaswi, Martin Bäuml, Rainer Stiefelhagen:
Story-based Video Retrieval in TV series using Plot Synopses. ICMR 2014: 137
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Ziad Al-Halah, Tobias Gehrig, Rainer Stiefelhagen:
Learning Semantic Attributes via a Common Latent Space. VISAPP (2) 2014: 48-55
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Lukas Rybok, Boris Schauerte, Ziad Al-Halah, Rainer Stiefelhagen:
"Important stuff, everywhere!" Activity recognition with salient proto-objects as context. WACV 2014: 646-651
2013
[j18]
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Jürgen Beyerer, Elisabeth Peinsipp-Byma, Rainer Stiefelhagen:
Multimodale Interaktion. Autom. 61(11): 727-728 (2013)
[j17]
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Michael Voit, Florian van de Camp, Joris IJsselmuiden, Alexander Schick, Rainer Stiefelhagen:
Visuelle Perzeption für die multimodale Mensch-Maschine-Interaktion in und mit aufmerksamen Räumen. Autom. 61(11): 784-792 (2013)
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Arne Schumann, Martin Bäuml, Rainer Stiefelhagen:
Person tracking-by-detection with efficient selection of part-detectors. AVSS 2013: 43-50
[c137]
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M. Saquib Sarfraz, Muhammad Adnan Siddique, Rainer Stiefelhagen:
RPM: Random Points Matching for Pair wise Face-Similarity. BMVC 2013
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Manuel Martínez, Boris Schauerte, Rainer Stiefelhagen:
"BAM!" Depth-Based Body Analysis in Critical Care. CAIP (1) 2013: 465-472
[c135]
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Martin Bäuml, Makarand Tapaswi, Rainer Stiefelhagen:
Semi-supervised Learning with Constraints for Person Identification in Multimedia Data. CVPR 2013: 3602-3609
[c134]
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Florian van de Camp, Alexander Schick, Rainer Stiefelhagen:
How to Click in Mid-Air. HCI (25) 2013: 78-86
[c133]
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Boris Schauerte, Rainer Stiefelhagen:
"Wow!" Bayesian surprise for salient acoustic event detection. ICASSP 2013: 6402-6406
[c132]
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Boris Schauerte, Rainer Stiefelhagen:
How the distribution of salient objects in images influences salient object detection. ICIP 2013: 74-78
[c131]
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Daniel Koester, Boris Schauerte, Rainer Stiefelhagen:
Accessible section detection for visual guidance. ICME Workshops 2013: 1-6
[c130]
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Hervé Bredin, Johann Poignant, Guillaume Fortier, Makarand Tapaswi, Viet Bac Le, Anindya Roy, Claude Barras, Sophie Rosset, Achintya Kumar Sarkar, Qian Yang, Hua Gao, Alexis Mignon, Jakob Verbeek, Laurent Besacier, Georges Quénot, Hazim Kemal Ekenel, Rainer Stiefelhagen:
QCompere @ REPERE 2013. SLAM@INTERSPEECH 2013: 49-54
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Florian van de Camp, Rainer Stiefelhagen:
GlueTK: a framework for multi-modal, multi-display human-machine-interaction. IUI 2013: 329-338
[c128]
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Florian van de Camp, Rainer Stiefelhagen:
Dynamic Gaussian Force Field Controlled Kalman Filtering For Pointing Interaction. MuC 2013: 261-270
[c127]
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Manuel Martínez, Rainer Stiefelhagen:
Automated Multi-Camera System for Long Term Behavioral Monitoring in Intensive Care Units. MVA 2013: 97-100
[c126]
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Manuel Martínez, Rainer Stiefelhagen:
Kinect Unleashed: Getting Control over High Resolution Depth Maps. MVA 2013: 247-250
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Florian van de Camp, Patrick Schührer, Rainer Stiefelhagen:
How to choose element sizes for novel interactive systems. ITS 2013: 385-388
2012
[j16]
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Rainer Stiefelhagen, Marian Stewart Bartlett, Kevin W. Bowyer:
Best of Automatic Face and Gesture Recognition 2011. Image Vis. Comput. 30(3): 135 (2012)
[c124]
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Joris IJsselmuiden, Ann-Kristin Grosselfinger, David Münch, Michael Arens, Rainer Stiefelhagen:
Automatic Behavior Understanding in Crisis Response Control Rooms. AmI 2012: 97-112
[c123]
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Martin Bäuml, Makarand Tapaswi, Arne Schumann, Rainer Stiefelhagen:
Contextual Constraints for Person Retrieval in Camera Networks. AVSS 2012: 221-227
[c122]
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Hua Gao, Hazim Kemal Ekenel, Rainer Stiefelhagen:
Face Alignment Using a Ranking Model based on Regression Trees. BMVC 2012: 1-11
[c121]
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Mika Fischer, Hazim Kemal Ekenel, Rainer Stiefelhagen:
Analysis of partial least squares for pose-invariant face recognition. BTAS 2012: 331-338
[c120]
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Alexander Schick, Martin Bäuml, Rainer Stiefelhagen:
Improving foreground segmentations with probabilistic superpixel Markov random fields. CVPR Workshops 2012: 27-31
[c119]
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Makarand Tapaswi, Martin Bäuml, Rainer Stiefelhagen:
"Knock! Knock! Who is it?" probabilistic person identification in TV-series. CVPR 2012: 2658-2665
[c118]
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Boris Schauerte, Rainer Stiefelhagen:
Quaternion-Based Spectral Saliency Detection for Eye Fixation Prediction. ECCV (2) 2012: 116-129
[c117]
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Boris Schauerte, Manuel Martínez, Angela Constantinescu, Rainer Stiefelhagen:
An Assistive Vision System for the Blind That Helps Find Lost Things. ICCHP (2) 2012: 566-572
[c116]
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Alexander Schick, Daniel Morlock, Christoph Amma, Tanja Schultz, Rainer Stiefelhagen:
Vision-based handwriting recognition for unrestricted text input in mid-air. ICMI 2012: 217-220
[c115]
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Alexander Schick, Mika Fischer, Rainer Stiefelhagen:
Measuring and evaluating the compactness of superpixels. ICPR 2012: 930-934
[c114]
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Markus Roth, Martin Bäuml, Ram Nevatia, Rainer Stiefelhagen:
Robust multi-pose face tracking by multi-stage tracklet association. ICPR 2012: 1012-1016
[c113]
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Hua Gao, Hazim Kemal Ekenel, Rainer Stiefelhagen:
A ranking model for face alignment with Pseudo Census Transform. ICPR 2012: 1116-1119
[c112]
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Manuel Martínez, Rainer Stiefelhagen:
Breath rate monitoring during sleep using near-ir imagery and PCA. ICPR 2012: 3472-3475
[c111]
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Boris Schauerte, Rainer Stiefelhagen:
Learning robust color name models from web images. ICPR 2012: 3598-3601
[c110]
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  - conf/iros/KuhnSKS12
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Benjamin Kühn, Boris Schauerte, Kristian Kroschel, Rainer Stiefelhagen:
Multimodal saliency-based attention: A lazy robot's approach. IROS 2012: 807-814
[c109]
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Andreas T. Schulz, Rainer Stiefelhagen:
Video-based pedestrian head pose estimation for risk assessment. ITSC 2012: 1771-1776
[c108]
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Tomas Semela, Makarand Tapaswi, Hazim Kemal Ekenel, Rainer Stiefelhagen:
KIT at MediaEval 2012 - Content - based Genre Classification with Visual Cues. MediaEval 2012
[c107]
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  - conf/ruleml/MunchIGAS12
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David Münch, Joris IJsselmuiden, Ann-Kristin Grosselfinger, Michael Arens, Rainer Stiefelhagen:
Rule-Based High-Level Situation Recognition from Incomplete Tracking Data. RuleML 2012: 317-324
[c106]
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Bahjat Safadi, Nadia Derbas, Abdelkader Hamadi, Franck Thollard, Georges Quénot, Jonathan Delhumeau, Hervé Jégou, Tobias Gehrig, Hazim Kemal Ekenel, Rainer Stiefelhagen:
Quaero at TRECVID 2012: Semantic Indexing. TRECVID 2012
[c105]
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Hildegard Kuehne, Dirk Gehrig, Tanja Schultz, Rainer Stiefelhagen:
On-line Action Recognition from Sparse Feature Flow. VISAPP (1) 2012: 634-639
[c104]
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Boris Schauerte, Rainer Stiefelhagen:
Predicting human gaze using quaternion DCT image signature saliency and face detection. WACV 2012: 137-144
2011
[j15]
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Mika Fischer, Hazim Kemal Ekenel, Rainer Stiefelhagen:
Person re-identification in TV series using robust face recognition and user feedback. Multim. Tools Appl. 55(1): 83-104 (2011)
[c103]
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Martin Bäuml, Rainer Stiefelhagen:
Evaluation of local features for person re-identification in image sequences. AVSS 2011: 291-296
[c102]
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Michael Weber, Martin Bäuml, Rainer Stiefelhagen:
Part-based clothing segmentation for person retrieval. AVSS 2011: 361-366
[c101]
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Martin Bäuml, Rainer Stiefelhagen:
AVSS 2011 demo session: Interactive person-retrieval in a distributed camera network. AVSS 2011: 525-526
[c100]
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Hua Gao, Hazim Kemal Ekenel, Mika Fischer, Rainer Stiefelhagen:
Boosting Pseudo Census Transform Features for Face Alignment. BMVC 2011: 1-11
[c99]
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Andreas T. Schulz, Naser Damer, Mika Fischer, Rainer Stiefelhagen:
Combined Head Localization and Head Pose Estimation for Video-Based Advanced Driver Assistance Systems. DAGM-Symposium 2011: 51-60
[c98]
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Lukas Rybok, Simon Friedberger, Uwe D. Hanebeck, Rainer Stiefelhagen:
The KIT Robo-kitchen data set for the evaluation of view-based activity recognition systems. Humanoids 2011: 128-133
[c97]
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David Münch, Joris IJsselmuiden, Michael Arens, Rainer Stiefelhagen:
High-level situation recognition using Fuzzy Metric Temporal Logic, case studies in surveillance and smart environments. ICCV Workshops 2011: 882-889
[c96]
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Alexander Schick, Rainer Stiefelhagen:
Evaluating image segments by applying the description length to sets of superpixels. ICCV Workshops 2011: 1394-1401
[c95]
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Daniel Reich, Felix Putze, Dominic Heger, Joris IJsselmuiden, Rainer Stiefelhagen, Tanja Schultz:
Tue-SeA Real-Time Speech Command Detector for a Smart Control Room. INTERSPEECH 2011: 2641-2644
[c94]
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Boris Schauerte, Benjamin Kühn, Kristian Kroschel, Rainer Stiefelhagen:
Multimodal saliency-based attention for object-based scene analysis. IROS 2011: 1173-1179
[c93]
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Dirk Gehrig, Peter Krauthausen, Lukas Rybok, Hildegard Kuehne, Uwe D. Hanebeck, Tanja Schultz, Rainer Stiefelhagen:
Combined intention, activity, and motion recognition for a humanoid household robot. IROS 2011: 4819-4825
[c92]
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Hua Gao, Hazim Kemal Ekenel, Rainer Stiefelhagen:
Identifying Important People in Broadcast News Videos. MVA 2011: 414-417
[c91]
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Bahjat Safadi, Nadia Derbas, Abdelkader Hamadi, Franck Thollard, Georges Quénot, Hervé Jégou, Tobias Gehrig, Hazim Kemal Ekenel, Rainer Stiefelhagen:
Quaero at TRECVID 2011: Semantic Indexing and Multimedia Event Detection. TRECVID 2011
2010
[j14]
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Hazim Kemal Ekenel, Johannes Stallkamp, Rainer Stiefelhagen:
A video-based door monitoring system using local appearance-based face models. Comput. Vis. Image Underst. 114(5): 596-608 (2010)
[c90]
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Martin Bäuml, Keni Bernardin, Mika Fischer, Hazim Kemal Ekenel, Rainer Stiefelhagen:
Multi-pose Face Recognition for Person Retrieval in Camera Networks. AVSS 2010: 441-447
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Mika Fischer, Hazim Kemal Ekenel, Rainer Stiefelhagen:
Interactive person re-identification in TV series. CBMI 2010: 1-6
[c88]
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Hua Gao, Hazim Kemal Ekenel, Rainer Stiefelhagen:
Robust Open-Set Face Recognition for Small-Scale Convenience Applications. DAGM-Symposium 2010: 393-402
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Clemens Siebler, Keni Bernardin, Rainer Stiefelhagen:
Adaptive color transformation for person re-identification in camera networks. ICDSC 2010: 199-205
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Michael Voit, Rainer Stiefelhagen:
3D user-perspective, voxel-based estimation of visual focus of attention in dynamic meeting scenarios. ICMI-MLMI 2010: 51:1-51:8
[c85]
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Hua Gao, Hazim Kemal Ekenel, Mika Fischer, Rainer Stiefelhagen:
Multi-resolution Local Appearance-Based Face Verification. ICPR 2010: 1501-1504
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Lukas Rybok, Michael Voit, Hazim Kemal Ekenel, Rainer Stiefelhagen:
Multi-view Based Estimation of Human Upper-Body Orientation. ICPR 2010: 1558-1561
[c83]
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Hazim Kemal Ekenel, Rainer Stiefelhagen:
Automatic Frequency Band Selection for Illumination Robust Face Recognition. ICPR 2010: 2684-2687
[c82]
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Joris IJsselmuiden, Rainer Stiefelhagen:
Towards High-Level Human Activity Recognition through Computer Vision and Temporal Logic. KI 2010: 426-435
[c81]
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Rainer Stiefelhagen:
Image and Video Analysis to Enable Human-Friendly Systems. KIT-Nachwuchswissenschaftler-Symposium 2010: 1-8
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Florian van de Camp, Michael Voit, Rainer Stiefelhagen:
Efficient person identification using active cameras in a smartroom. MPVA@MM 2010: 17-22
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Hazim Kemal Ekenel, Tomas Semela, Rainer Stiefelhagen:
Content-based video genre classification using multiple cues. AIEMPro @ ACM Multimedia 2010: 21-26
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Martin Bäuml, Mika Fischer, Keni Bernardin, Hazim Kemal Ekenel, Rainer Stiefelhagen:
Interactive person-retrieval in TV series and distributed surveillance video. ACM Multimedia 2010: 1637-1638
[c77]
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Bahjat Safadi, Yubing Tong, Franck Thollard, Georges Quénot, Tobias Gehrig, Hazim Kemal Ekenel, Rainer Stiefelhagen:
Quaero at TRECVID 2010: Semantic Indexing. TRECVID 2010
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Alexander Waibel, Rainer Stiefelhagen, Rolf Carlson, Josep R. Casas, Jan Kleindienst, Lori Lamel, Oswald Lanz, Djamel Mostefa, Maurizio Omologo, Fabio Pianesi, Lazaros Polymenakos, Gerasimos Potamianos, John Soldatos, Gerhard Sutschet, Jacques M. B. Terken:
Computers in the Human Interaction Loop. Handbook of Ambient Intelligence and Smart Environments 2010: 1071-1116

2000 – 2009

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2009
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Keni Bernardin, Hazim Kemal Ekenel, Rainer Stiefelhagen:
Multimodal identity tracking in a smart room. Pers. Ubiquitous Comput. 13(1): 25-31 (2009)
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Keni Bernardin, Hazim Kemal Ekenel, Rainer Stiefelhagen:
Multimodal identity tracking in a smart room. Pers. Ubiquitous Comput. 13(5): 387 (2009)
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Alexander Schick, Rainer Stiefelhagen:
Real-Time GPU-Based Voxel Carving with Systematic Occlusion Handling. DAGM-Symposium 2009: 372-381
[c75]
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Hua Gao, Hazim Kemal Ekenel, Rainer Stiefelhagen:
Pose Normalization for Local Appearance-Based Face Recognition. ICB 2009: 32-41
[c74]
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Hazim Kemal Ekenel, Rainer Stiefelhagen:
Why Is Facial Occlusion a Challenging Problem?. ICB 2009: 299-308
[c73]
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Hazim Kemal Ekenel, Rainer Stiefelhagen:
Generic versus Salient Region-Based Partitioning for Local Appearance Face Recognition. ICB 2009: 367-375
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Florian van de Camp, Keni Bernardin, Rainer Stiefelhagen:
Person tracking in camera networks using graph-based bayesian inference. ICDSC 2009: 1-8
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Hazim Kemal Ekenel, Lorant Szasz-Toth, Rainer Stiefelhagen:
Open-Set Face Recognition-Based Visitor Interface System. ICVS 2009: 43-52
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Michael Voit, Rainer Stiefelhagen:
A System for Probabilistic Joint 3D Head Tracking and Pose Estimation in Low-Resolution, Multi-view Environments. ICVS 2009: 415-424
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Alexander Schick, Florian van de Camp, Joris IJsselmuiden, Rainer Stiefelhagen:
Extending touch: towards interaction with large-scale surfaces. ITS 2009: 117-124
[c68]
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Hazim Kemal Ekenel, Arne Schumann, Hua Gao, Rainer Stiefelhagen:
Universität Karlsruhe (TH) at TRECVID 2009. TRECVID 2009
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Alex Waibel, Hartwig U. Steusloff, Rainer Stiefelhagen, Kym Watson:
Computers in the Human Interaction Loop. Computers in the Human Interaction Loop 2009: 3-6
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Rainer Stiefelhagen:
Perceptual Technologies: Analyzing the Who, What, Where of Human Interaction. Computers in the Human Interaction Loop 2009: 9-10
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Keni Bernardin, Rainer Stiefelhagen, Aristodemos Pnevmatikakis, Oswald Lanz, Alessio Brutti, Josep R. Casas, Gerasimos Potamianos:
Person Tracking. Computers in the Human Interaction Loop 2009: 11-22
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Michael Voit, Nicolas Gourier, Cristian Canton-Ferrer, Oswald Lanz, Rainer Stiefelhagen, Roberto Brunelli:
Estimation of Head Pose. Computers in the Human Interaction Loop 2009: 33-42
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Oswald Lanz, Roberto Brunelli, Paul Chippendale, Michael Voit, Rainer Stiefelhagen:
Extracting Interaction Cues: Focus of Attention, Body Pose, and Gestures. Computers in the Human Interaction Loop 2009: 87-93
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Kai Nickel, Montse Pardàs, Rainer Stiefelhagen, Cristian Canton-Ferrer, José Luis Landabaso, Josep R. Casas:
Activity Classification. Computers in the Human Interaction Loop 2009: 107-119
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Nicolas Moreau, Djamel Mostefa, Khalid Choukri, Rainer Stiefelhagen, Susanne Burger:
Perceptual Component Evaluation and Data Collection. Computers in the Human Interaction Loop 2009: 159-176
[e6]
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James L. Crowley, Yuri A. Ivanov, Christopher Richard Wren, Daniel Gatica-Perez, Michael Johnston, Rainer Stiefelhagen:
Proceedings of the 11th International Conference on Multimodal Interfaces, ICMI 2009, Cambridge, Massachusetts, USA, November 2-4, 2009. ACM 2009, ISBN 978-1-60558-772-1 [contents]
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James L. Crowley, Yuri A. Ivanov, Christopher Richard Wren, Daniel Gatica-Perez, Michael Johnston, Rainer Stiefelhagen:
Proceedings of the ICMI-MLMI '09 Workshop on Multimodal Sensor-Based Systems and Mobile Phones for Social Computing, MLMI 2009, Cambridge, Massachusetts, USA, November 6, 2009. ACM 2009, ISBN 978-1-60558-694-6 [contents]
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Alexander Waibel, Rainer Stiefelhagen:
Computers in the Human Interaction Loop. Human-Computer Interaction Series, Springer 2009, ISBN 978-1-84882-053-1 [contents]
2008
[j11]
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Keni Bernardin, Rainer Stiefelhagen:
Evaluating Multiple Object Tracking Performance: The CLEAR MOT Metrics. EURASIP J. Image Video Process. 2008 (2008)
[j10]
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Jean-Claude Martin, Patrizia Paggio, Peter Kuehnlein, Rainer Stiefelhagen, Fabio Pianesi:
Introduction to the special issue on multimodal corpora for modeling human multimodal behavior. Lang. Resour. Evaluation 42(2): 253-264 (2008)
[c67]
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Kai Nickel, Rainer Stiefelhagen:
Dynamic Integration of Generalized Cues for Person Tracking. ECCV (4) 2008: 514-526
[c66]
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Hazim Kemal Ekenel, Mika Fischer, Hua Gao, Lorant Toth, Rainer Stiefelhagen:
Face recognition for smart interactions. FG 2008: 1-2
[c65]
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Rainer Stiefelhagen, Keni Bernardin, Hazim Kemal Ekenel, Michael Voit:
Tracking identities and attention in smart environments - contributions and progress in the CHIL project. FG 2008: 1-8
[c64]
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Michael Voit, Rainer Stiefelhagen:
Deducing the visual focus of attention from head pose estimation in dynamic multi-view meeting scenarios. ICMI 2008: 173-180
[c63]
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Nicolas Moreau, Djamel Mostefa, Rainer Stiefelhagen, Susanne Burger, Khalid Choukri:
Data Collection for the CHIL CLEAR 2007 Evaluation Campaign. LREC 2008
[c62]
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Michael Voit, Rainer Stiefelhagen:
Visual Focus of Attention in Dynamic Meeting Scenarios. MLMI 2008: 1-13
[c61]
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Keni Bernardin, Rainer Stiefelhagen, Alex Waibel:
Probabilistic integration of sparse audio-visual cues for identity tracking. ACM Multimedia 2008: 151-158
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Maria Danninger, Rainer Stiefelhagen:
A context-aware virtual secretary in a smart office environment. ACM Multimedia 2008: 529-538
[c59]
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Hazim Kemal Ekenel, Hua Gao, Rainer Stiefelhagen:
Universität Karlsruhe (TH) at TRECVID 2008. TRECVID 2008
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Rainer Stiefelhagen, Rachel Bowers, Jonathan G. Fiscus:
Multimodal Technologies for Perception of Humans, International Evaluation Workshops CLEAR 2007 and RT 2007, Baltimore, MD, USA, May 8-11, 2007, Revised Selected Papers. Lecture Notes in Computer Science 4625, Springer 2008, ISBN 978-3-540-68584-5 [contents]
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Andrei Popescu-Belis, Rainer Stiefelhagen:
Machine Learning for Multimodal Interaction, 5th International Workshop, MLMI 2008, Utrecht, The Netherlands, September 8-10, 2008. Proceedings. Lecture Notes in Computer Science 5237, Springer 2008, ISBN 978-3-540-85852-2 [contents]
2007
[b2]
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Rainer Stiefelhagen:
Visuelle Perzeption von Menschen für Mensch-Maschine Interaktion. Karlsruhe University, Germany, 2007
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Kai Nickel, Rainer Stiefelhagen:
Visual recognition of pointing gestures for human-robot interaction. Image Vis. Comput. 25(12): 1875-1884 (2007)
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Djamel Mostefa, Nicolas Moreau, Khalid Choukri, Gerasimos Potamianos, Stephen M. Chu, Ambrish Tyagi, Josep R. Casas, Jordi Turmo, Luca Cristoforetti, Francesco Tobia, Aristodemos Pnevmatikakis, Vasileios Mylonakis, Fotios Talantzis, Susanne Burger, Rainer Stiefelhagen, Keni Bernardin, Cedrick Rochet:
The CHIL audiovisual corpus for lecture and meeting analysis inside smart rooms. Lang. Resour. Evaluation 41(3-4): 389-407 (2007)
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Hazim Kemal Ekenel, Hua Gao, Rainer Stiefelhagen:
3-D Face Recognition Using Local Appearance-Based Models. IEEE Trans. Inf. Forensics Secur. 2(3-2): 630-636 (2007)
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Rainer Stiefelhagen, Hazim Kemal Ekenel, Christian Fügen, Petra Gieselmann, Hartwig Holzapfel, Florian Kraft, Kai Nickel, Michael Voit, Alex Waibel:
Enabling Multimodal Human-Robot Interaction for the Karlsruhe Humanoid Robot. IEEE Trans. Robotics 23(5): 840-851 (2007)
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Rainer Stiefelhagen, Keni Bernardin, Rachel Bowers, R. Travis Rose, Martial Michel, John S. Garofolo:
The CLEAR 2007 Evaluation. CLEAR 2007: 3-34
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Keni Bernardin, Tobias Gehrig, Rainer Stiefelhagen:
Multi-level Particle Filter Fusion of Features and Cues for Audio-Visual Person Tracking. CLEAR 2007: 70-81
[c56]
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Hazim Kemal Ekenel, Qin Jin, Mika Fischer, Rainer Stiefelhagen:
ISL Person Identification Systems in the CLEAR 2007 Evaluations. CLEAR 2007: 256-265
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Michael Voit, Kai Nickel, Rainer Stiefelhagen:
Head Pose Estimation in Single- and Multi-view Environments - Results on the CLEAR'07 Benchmarks. CLEAR 2007: 307-316
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Keni Bernardin, Florian van de Camp, Rainer Stiefelhagen:
Automatic Person Detection and Tracking using Fuzzy Controlled Active Cameras. CVPR 2007
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Hazim Kemal Ekenel, Mika Fischer, Qin Jin, Rainer Stiefelhagen:
Multi-modal Person Identification in a Smart Environment. CVPR 2007
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Kai Nickel, Rainer Stiefelhagen:
Fast audio-visual multi-person tracking for a humanoid stereo camera head. Humanoids 2007: 434-441
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Ken'ichi Kumatani, Rainer Stiefelhagen:
State Synchronous Modeling on Phone Boundary for Audio Visual Speech Recognition and Application to Muti-View Face Images. ICASSP (4) 2007: 417-420
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Johannes Stallkamp, Hazim Kemal Ekenel, Rainer Stiefelhagen:
Video-based Face Recognition on Real-World Data. ICCV 2007: 1-8
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Hazim Kemal Ekenel, Johannes Stallkamp, Hua Gao, Mika Fischer, Rainer Stiefelhagen:
Face Recognition for Smart Interactions. ICME 2007: 1007-1010
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Hazim Kemal Ekenel, Mika Fischer, Rainer Stiefelhagen:
Face Recognition in Smart Rooms. MLMI 2007: 120-131
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Keni Bernardin, Rainer Stiefelhagen:
Audio-visual multi-person tracking and identification for smart environments. ACM Multimedia 2007: 661-670
[c46]
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Hazim Kemal Ekenel, Mika Fischer, Hua Gao, K. Kilgour, J. S. Marcos, Rainer Stiefelhagen:
Universität Karlsruhe (TH) at TRECVID 2007. TRECVID 2007
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Rainer Stiefelhagen, John S. Garofolo:
Multimodal Technologies for Perception of Humans, First International Evaluation Workshop on Classification of Events, Activities and Relationships, CLEAR 2006, Southampton, UK, April 6-7, 2006, Revised Selected Papers. Lecture Notes in Computer Science 4122, Springer 2007, ISBN 978-3-540-69567-7 [contents]
2006
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Rainer Stiefelhagen, Keni Bernardin, Hazim Kemal Ekenel, John W. McDonough, Kai Nickel, Michael Voit, Matthias Wölfel:
Audio-visual perception of a lecturer in a smart seminar room. Signal Process. 86(12): 3518-3533 (2006)
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Rainer Stiefelhagen, Keni Bernardin, Rachel Bowers, John S. Garofolo, Djamel Mostefa, Padmanabhan Soundararajan:
The CLEAR 2006 Evaluation. CLEAR 2006: 1-44
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Kai Nickel, Tobias Gehrig, Hazim Kemal Ekenel, John W. McDonough, Rainer Stiefelhagen:
An Audio-Visual Particle Filter for Speaker Tracking on the CLEAR'06 Evaluation Dataset. CLEAR 2006: 69-80
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Keni Bernardin, Tobias Gehrig, Rainer Stiefelhagen:
Multi-and Single View Multiperson Tracking for Smart Room Environments. CLEAR 2006: 81-92
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Michael Voit, Kai Nickel, Rainer Stiefelhagen:
Neural Network-Based Head Pose Estimation and Multi-view Fusion. CLEAR 2006: 291-298
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Hazim Kemal Ekenel, Rainer Stiefelhagen:
Analysis of Local Appearance-Based Face Recognition: Effects of Feature Selection and Feature Normalization. CVPR Workshops 2006: 34
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Hazim Kemal Ekenel, Rainer Stiefelhagen:
Block Selection in the Local Appearance-based Face Recognition Scheme. CVPR Workshops 2006: 43
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Julius Ziegler, Kai Nickel, Rainer Stiefelhagen:
Tracking of the Articulated Upper Body on Multi-View Stereo Image Sequences. CVPR (1) 2006: 774-781
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Maria Danninger, Tobias Kluge, Rainer Stiefelhagen:
MyConnector: analysis of context cues to predict human availability for communication. ICMI 2006: 12-19
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Michael Voit, Rainer Stiefelhagen:
Tracking head pose and focus of attention with multiple far-field cameras. ICMI 2006: 281-286
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Keni Bernardin, Alexander Elbs, Rainer Stiefelhagen:
Detection-Assisted Initialization, Adaptation and Fusion of Body Region Trackers for Robust Multiperson Tracking. ICPR (1) 2006: 441-445
[c35]
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Keni Bernardin, Hazim Kemal Ekenel, Rainer Stiefelhagen:
Multimodal Identity Tracking in a Smartroom. AIAI 2006: 324-336
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Ken'ichi Kumatani, Rainer Stiefelhagen:
Mouth Region Localization Method Based on Gaussian Mixture Model. IWICPAS 2006: 115-124
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Christian Wojek, Kai Nickel, Rainer Stiefelhagen:
Activity Recognition and Room-Level Tracking in an Office Environment. MFI 2006: 25-30
[c32]
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Michael Voit, Kai Nickel, Rainer Stiefelhagen:
A Bayesian Approach for Multi-view Head Pose Estimation. MFI 2006: 31-34
[c31]
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Maria Danninger, Erica Robles, Leila Takayama, Qianying Wang, Tobias Kluge, Rainer Stiefelhagen, Clifford Nass:
The Connector Service-Predicting Availability in Mobile Contexts. MLMI 2006: 129-141
2005
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Rainer Stiefelhagen, Xilin Chen, Jie Yang:
Capturing Interactions in Meetings with Omnidirectional Cameras. Int. J. Distance Educ. Technol. 3(3): 34-47 (2005)
[c30]
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Michael Voit, Kai Nickel, Rainer Stiefelhagen:
Multi-View Head Pose Estimation using Neural Networks. CRV 2005: 347-352
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Hazim Kemal Ekenel, Rainer Stiefelhagen:
A GENERIC FACE REPRESENTATION APPROACH FOR LOCAL APPEARANCE BASED FACE VERIFICATION. CVPR Workshops 2005: 155
[c28]
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Hazim Kemal Ekenel, Rainer Stiefelhagen:
Local appearance based face recognition using discrete cosine transform. EUSIPCO 2005: 1-5
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Catherina Burghart, Ralf Mikut, Rainer Stiefelhagen, Tamim Asfour, Hartwig Holzapfel, Peter Steinhaus, Rüdiger Dillmann:
A cognitive architecture for a humanoid robot: a first approach. Humanoids 2005: 357-362
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Kai Nickel, Tobias Gehrig, Rainer Stiefelhagen, John W. McDonough:
A joint particle filter for audio-visual speaker tracking. ICMI 2005: 61-68
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Maria Danninger, G. Flaherty, Keni Bernardin, Hazim Kemal Ekenel, Thilo Köhler, Robert G. Malkin, Rainer Stiefelhagen, Alex Waibel:
The connector: facilitating context-aware communication. ICMI 2005: 69-75
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Michael Voit, Kai Nickel, Rainer Stiefelhagen:
Estimating the Lecturer's Head Pose in Seminar Scenarios - A Multi-view Approach. MLMI 2005: 230-240
2004
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Jan Kratt, Florian Metze, Rainer Stiefelhagen, Alex Waibel:
Large Vocabulary Audio-Visual Speech Recognition Using the Janus Speech Recognition Toolkit. DAGM-Symposium 2004: 488-495
[c22]
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Kai Nickel, Rainer Stiefelhagen:
Real-Time Person Tracking and Pointing Gesture Recognition for Human-Robot Interaction. ECCV Workshop on HCI 2004: 28-38
[c21]
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Kai Nickel, Edgar Seemann, Rainer Stiefelhagen:
3D-Tracking of Head and Hands for Pointing Gesture Recognition in a Human-Robot Interaction Scenario. FGR 2004: 565-570
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Edgar Seemann, Kai Nickel, Rainer Stiefelhagen:
Head Pose Estimation Using Stereo Vision For Human-Robot Interaction. FGR 2004: 626-631
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Michael Katzenmaier, Rainer Stiefelhagen, Tanja Schultz:
Identifying the addressee in human-human-robot interactions based on head pose and speech. ICMI 2004: 144-151
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Hartwig Holzapfel, Kai Nickel, Rainer Stiefelhagen:
Implementation and evaluation of a constraint-based multimodal fusion system for speech and 3D pointing gestures. ICMI 2004: 175-182
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Rainer Stiefelhagen, Christian Fügen, Petra Gieselmann, Hartwig Holzapfel, Kai Nickel, Alex Waibel:
Natural human-robot interaction using speech, head pose and gestures. IROS 2004: 2422-2427
2003
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Kai Nickel, Rainer Stiefelhagen:
Real-Time Recognition of 3D-Pointing Gestures for Human-Machine-Interaction. DAGM-Symposium 2003: 557-565
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Alex Waibel, Tanja Schultz, Michael Bett, Matthias Denecke, Robert G. Malkin, Ivica Rogina, Rainer Stiefelhagen, Jie Yang:
SMaRT: the Smart Meeting Room Task at ISL. ICASSP (4) 2003: 752-755
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Kai Nickel, Rainer Stiefelhagen:
Pointing gesture recognition based on 3D-tracking of face, hands and head orientation. ICMI 2003: 140-146
2002
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Rainer Stiefelhagen:
Tracking and modeling focus of attention in meetings. Karlsruhe Institute of Technology, Germany, 2002
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Rainer Stiefelhagen, Jie Yang, Alex Waibel:
Modeling focus of attention for meeting indexing based on multiple cues. IEEE Trans. Neural Networks 13(4): 928-938 (2002)
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Rainer Stiefelhagen, Jie Zhu:
Head orientation and gaze direction in meetings. CHI Extended Abstracts 2002: 858-859
[c12]
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Rainer Stiefelhagen:
Tracking Focus of Attention in Meetings. ICMI 2002: 273-280
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Dirk Focken, Rainer Stiefelhagen:
Towards Vision-Based 3-D People Tracking in a Smart Room. ICMI 2002: 400-405
2001
[c10]
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Rainer Stiefelhagen, Jie Yang, Alex Waibel:
Estimating focus of attention based on gaze and sound. AVSP 2001: 200
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Rainer Stiefelhagen, Jie Yang, Alex Waibel:
Estimating focus of attention based on gaze and sound. PUI 2001: 1:1-1:9
2000
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Uwe Meier, Rainer Stiefelhagen, Jie Yang, Alex Waibel:
Towards Unrestricted Lip Reading. Int. J. Pattern Recognit. Artif. Intell. 14(5): 571-585 (2000)
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Rainer Stiefelhagen, Jie Yang, Alex Waibel:
Simultaneous Tracking of Head Poses in a Panoramic View. ICPR 2000: 3726-3733

1990 – 1999

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What is the meaning of the colors in the publication lists?

1999
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Rainer Stiefelhagen, Jie Yang, Alex Waibel:
Modeling focus of attention for meeting indexing. ACM Multimedia (1) 1999: 3-10
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Rainer Stiefelhagen, Michael Finke, Jie Yang, Alex Waibel:
From Gaze to Focus of Attention. VISUAL 1999: 761-768
1998
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Jie Yang, Rainer Stiefelhagen, Uwe Meier, Alex Waibel:
Real-Time Face and Facial Feature Tracking and Applications. AVSP 1998: 79-84
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Jie Yang, Rainer Stiefelhagen, Uwe Meier, Alex Waibel:
Visual Tracking for Multimodal Human Computer Interaction. CHI 1998: 140-147
1997
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Rainer Stiefelhagen, Jie Yang, Alex Waibel:
A Model-Based Gaze Tracking System. Int. J. Artif. Intell. Tools 6(2): 193-209 (1997)
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Uwe Meier, Rainer Stiefelhagen, Me Yang:
Preprocessing of visual speech under real world conditions. AVSP 1997: 113-116
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Rainer Stiefelhagen, Jie Yang:
Gaze tracking for multimodal human-computer interaction. ICASSP 1997: 2617-2620
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Rainer Stiefelhagen, Uwe Meier, Jie Yang:
Real-time lip-tracking for lipreading. EUROSPEECH 1997: 2007-2010

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