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ORCIDRainer Stiefelhagen
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- affiliation: Karlsruhe Institute of Technology, Germany
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2020 – today
- 2023
[j41]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)- [j40]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) - [c328]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 - [c327]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 - [c326]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 - [c325]Florian Fervers, Sebastian Bullinger, Christoph Bodensteiner, Michael Arens, Rainer Stiefelhagen:
Uncertainty-Aware Vision-Based Metric Cross-View Geolocalization. CVPR 2023: 21621-21631 - [c324]Adrian Heinrich Hoppe, Dominik Klooz, Florian van de Camp, Rainer Stiefelhagen:
Mouse-Based Hand Gesture Interaction in Virtual Reality. HCI (47) 2023: 192-198 - [c323]Omar Moured, Jiaming Zhang, Alina Roitberg, Thorsten Schwarz, Rainer Stiefelhagen:
Line Graphics Digitization: A Step Towards Full Automation. ICDAR (5) 2023: 438-453 - [c322]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 - [c321]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 - [c320]Omar Moured, Sara Alzalabny, Thorsten Schwarz, Bastian E. Rapp, Rainer Stiefelhagen:
Accessible Document Layout: An Interface for 2D Tactile Displays. PETRA 2023: 265-271 - [c319]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 - [c318]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 - [c317]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 - [c316]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 - [c315]Zeyun Zhong, David Schneider, Michael Voit, Rainer Stiefelhagen, Jürgen Beyerer:
Anticipative Feature Fusion Transformer for Multi-Modal Action Anticipation. WACV 2023: 6057-6066 - [i107]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) - [i106]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) - [i105]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) - [i104]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) - [i103]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) - [i102]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) - [i101]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) - [i100]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) - [i99]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) - [i98]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) - [i97]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) - [i96]Omar Moured, Jiaming Zhang, Alina Roitberg, Thorsten Schwarz, Rainer Stiefelhagen:
Line Graphics Digitization: A Step Towards Full Automation. CoRR abs/2307.02065 (2023) - [i95]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) - [i94]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) - [i93]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) - [i92]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) - [i91]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) - [i90]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) - [i89]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) - [i88]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) - [i87]Matthias Hadlich, Zdravko Marinov, Rainer Stiefelhagen:
AutoPET Challenge 2023: Sliding Window-based Optimization of U-Net. CoRR abs/2309.12114 (2023) - 2022
- [j39]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) - [j38]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) - [j37]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]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]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]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]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]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]Constantin Marc Seibold, Simon Reiß, Jens Kleesiek, Rainer Stiefelhagen:
Reference-Guided Pseudo-Label Generation for Medical Semantic Segmentation. AAAI 2022: 2171-2179 - [c313]Qing Wang, Jiaming Zhang, Kailun Yang, Kunyu Peng, Rainer Stiefelhagen:
MatchFormer: Interleaving Attention in Transformers for Feature Matching. ACCV (3) 2022: 256-273 - [c312]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 - [c311]M. Saquib Sarfraz, Marios Koulakis, Constantin Seibold, Rainer Stiefelhagen:
Hierarchical Nearest Neighbor Graph Embedding for Efficient Dimensionality Reduction. CVPR 2022: 336-345 - [c310]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 - [c309]David Schneider, M. Saquib Sarfraz, Alina Roitberg, Rainer Stiefelhagen:
Pose-based Contrastive Learning for Domain Agnostic Activity Representations. CVPR Workshops 2022: 3432-3442 - [c308]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 - [c307]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 - [c306]Zdravko Marinov, Alina Roitberg, David Schneider, Rainer Stiefelhagen:
ModSelect: Automatic Modality Selection for Synthetic-to-Real Domain Generalization. ECCV Workshops (8) 2022: 326-346 - [c305]Simon Reiß, Constantin Seibold, Alexander Freytag, Erik Rodner, Rainer Stiefelhagen:
Graph-Constrained Contrastive Regularization for Semi-weakly Volumetric Segmentation. ECCV (21) 2022: 401-419 - [c304]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 - [c303]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 - [c302]Adrian Heinrich Hoppe, Florian van de Camp, Rainer Stiefelhagen:
Tabletop 3D Digital Map Interaction with Virtual Reality Handheld Controllers. HCI (16) 2022: 291-305 - [c301]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 - [c300]Thorsten Schwarz, Giuseppe Melfi, Stefan Scheiffele, Rainer Stiefelhagen:
Interface for Automatic Tactile Display of Data Plots. ICCHP-AAATE (1) 2022: 73-81 - [c299]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 - [c298]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 - [c297]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 - [c296]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 - [c295]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 - [c294]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 - [c293]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 - [c292]Stéphane Vujasinovic, Sebastian Bullinger, Stefan Becker, Norbert Scherer-Negenborn, Michael Arens, Rainer Stiefelhagen:
Revisiting Click-Based Interactive Video Object Segmentation. ICIP 2022: 2756-2760 - [c291]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 - [c290]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 - [c289]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]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 - [c287]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 - [c286]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 - [i86]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) - [i85]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) - [i84]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) - [i83]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) - [i82]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) - [i81]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) - [i80]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]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]Qing Wang, Jiaming Zhang, Kailun Yang, Kunyu Peng, Rainer Stiefelhagen:
MatchFormer: Interleaving Attention in Transformers for Feature Matching. CoRR abs/2203.09645 (2022) - [i77]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]M. Saquib Sarfraz, Marios Koulakis, Constantin Seibold, Rainer Stiefelhagen:
Hierarchical Nearest Neighbor Graph Embedding for Efficient Dimensionality Reduction. CoRR abs/2203.12997 (2022) - [i75]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]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) - [i73]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]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]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]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]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]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]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]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]Zdravko Marinov, Alina Roitberg, David Schneider, Rainer Stiefelhagen:
ModSelect: Automatic Modality Selection for Synthetic-to-Real Domain Generalization. CoRR abs/2208.09414 (2022) - [i64]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]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]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]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]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]Tobias Ringwald, Rainer Stiefelhagen:
UBR²S: Uncertainty-Based Resampling and Reweighting Strategy for Unsupervised Domain Adaptation. BMVC 2021: 121 - [c284]Kailun Yang, Jiaming Zhang, Simon Reiß, Xinxin Hu, Rainer Stiefelhagen:
Capturing Omni-Range Context for Omnidirectional Segmentation. CVPR 2021: 1376-1386 - [c283]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 - [c282]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 - [c281]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 - [c280]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 - [c279]