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2020 – today
- 2023
[j14]Alexander Tsaregorodtsev, Vasileios Belagiannis:
ParticleAugment: Sampling-based data augmentation. Comput. Vis. Image Underst. 228: 103633 (2023)- [j13]Filipe R. Cordeiro, Ragav Sachdeva, Vasileios Belagiannis, Ian D. Reid, Gustavo Carneiro
:
LongReMix: Robust learning with high confidence samples in a noisy label environment. Pattern Recognit. 133: 109013 (2023) - [j12]Ragav Sachdeva, Filipe Rolim Cordeiro, Vasileios Belagiannis, Ian Reid, Gustavo Carneiro:
ScanMix: Learning from Severe Label Noise via Semantic Clustering and Semi-Supervised Learning. Pattern Recognit. 134: 109121 (2023) - [c49]Julia Hornauer, Vasileios Belagiannis:
Heatmap-based Out-of-Distribution Detection. WACV 2023: 2602-2611 - [c48]Youssef Dawoud, Arij Bouazizi, Katharina Ernst, Gustavo Carneiro, Vasileios Belagiannis:
Knowing What to Label for Few Shot Microscopy Image Cell Segmentation. WACV 2023: 3557-3566 - [i46]Adrian Holzbock, Nicolai Kern, Christian Waldschmidt, Klaus Dietmayer, Vasileios Belagiannis:
Gesture Recognition with Keypoint and Radar Stream Fusion for Automated Vehicles. CoRR abs/2302.09998 (2023) - [i45]Annika Briegleb, Thomas Haubner, Vasileios Belagiannis, Walter Kellermann:
Localizing Spatial Information in Neural Spatiospectral Filters. CoRR abs/2303.08052 (2023) - 2022
- [c47]Osman Ülger, Julian Wiederer, Mohsen Ghafoorian, Vasileios Belagiannis, Pascal Mettes:
Multi-Task Edge Prediction in Temporally-Dynamic Video Graphs. BMVC 2022: 968 - [c46]Yuyuan Liu, Yu Tian, Yuanhong Chen, Fengbei Liu, Vasileios Belagiannis, Gustavo Carneiro:
Perturbed and Strict Mean Teachers for Semi-supervised Semantic Segmentation. CVPR 2022: 4248-4257 - [c45]Fengbei Liu, Yu Tian, Yuanhong Chen, Yuyuan Liu, Vasileios Belagiannis, Gustavo Carneiro:
ACPL: Anti-curriculum Pseudo-labelling for Semi-supervised Medical Image Classification. CVPR 2022: 20665-20674 - [c44]Adrian Holzbock, Nicolai Kern, Christian Waldschmidt, Klaus Dietmayer, Vasileios Belagiannis:
Gesture Recognition with Keypoint and Radar Stream Fusion for Automated Vehicles. ECCV Workshops (1) 2022: 570-584 - [c43]Julia Hornauer, Vasileios Belagiannis:
Gradient-Based Uncertainty for Monocular Depth Estimation. ECCV (20) 2022: 613-630 - [c42]Michael Rudolph, Youssef Dawoud, Ronja Güldenring, Lazaros Nalpantidis, Vasileios Belagiannis:
Lightweight Monocular Depth Estimation through Guided Decoding. ICRA 2022: 2344-2350 - [c41]Arij Bouazizi, Adrian Holzbock, Ulrich Kressel, Klaus Dietmayer, Vasileios Belagiannis:
MotionMixer: MLP-based 3D Human Body Pose Forecasting. IJCAI 2022: 791-798 - [c40]Julian Wiederer, Julian Schmidt, Ulrich Kressel, Klaus Dietmayer, Vasileios Belagiannis:
A Benchmark for Unsupervised Anomaly Detection in Multi-Agent Trajectories. ITSC 2022: 130-137 - [c39]Alexander Tsaregorodtsev, Johannes Müller, Jan Strohbeck, Martin Herrmann, Michael Buchholz, Vasileios Belagiannis:
Extrinsic Camera Calibration with Semantic Segmentation. ITSC 2022: 3781-3787 - [c38]Marcel Schreiber, Vasileios Belagiannis, Claudius Gläser, Klaus Dietmayer:
A Multi-Task Recurrent Neural Network for End-to-End Dynamic Occupancy Grid Mapping. IV 2022: 315-322 - [c37]Adrian Holzbock, Alexander Tsaregorodtsev, Youssef Dawoud, Klaus Dietmayer, Vasileios Belagiannis:
A Spatio-Temporal Multilayer Perceptron for Gesture Recognition. IV 2022: 1099-1106 - [c36]Youssef Dawoud, Katharina Ernst, Gustavo Carneiro, Vasileios Belagiannis:
Edge-Based Self-supervision for Semi-supervised Few-Shot Microscopy Image Cell Segmentation. MOVI@MICCAI 2022: 22-31 - [c35]Azade Farshad, Anastasia Makarevich, Vasileios Belagiannis, Nassir Navab:
MetaMedSeg: Volumetric Meta-learning for Few-Shot Organ Segmentation. DART@MICCAI 2022: 45-55 - [c34]Fengbei Liu, Yuanhong Chen, Yu Tian, Yuyuan Liu, Chong Wang, Vasileios Belagiannis, Gustavo Carneiro:
NVUM: Non-volatile Unbiased Memory for Robust Medical Image Classification. MICCAI (3) 2022: 544-553 - [i44]Marcel Schreiber, Vasileios Belagiannis, Claudius Gläser, Klaus Dietmayer:
A Multi-Task Recurrent Neural Network for End-to-End Dynamic Occupancy Grid Mapping. CoRR abs/2202.04461 (2022) - [i43]Michael Rudolph, Youssef Dawoud, Ronja Güldenring, Lazaros Nalpantidis, Vasileios Belagiannis:
Lightweight Monocular Depth Estimation through Guided Decoding. CoRR abs/2203.04206 (2022) - [i42]Yuyuan Liu, Yu Tian, Chong Wang, Yuanhong Chen, Fengbei Liu, Vasileios Belagiannis, Gustavo Carneiro:
Translation Consistent Semi-supervised Segmentation for 3D Medical Images. CoRR abs/2203.14523 (2022) - [i41]Adrian Holzbock, Alexander Tsaregorodtsev, Youssef Dawoud, Klaus Dietmayer, Vasileios Belagiannis:
A Spatio-Temporal Multilayer Perceptron for Gesture Recognition. CoRR abs/2204.11511 (2022) - [i40]Arij Bouazizi, Adrian Holzbock, Ulrich Kressel, Klaus Dietmayer, Vasileios Belagiannis:
MotionMixer: MLP-based 3D Human Body Pose Forecasting. CoRR abs/2207.00499 (2022) - [i39]Julia Hornauer, Vasileios Belagiannis:
Gradient-based Uncertainty for Monocular Depth Estimation. CoRR abs/2208.02005 (2022) - [i38]Youssef Dawoud, Katharina Ernst, Gustavo Carneiro, Vasileios Belagiannis:
Edge-Based Self-Supervision for Semi-Supervised Few-Shot Microscopy Image Cell Segmentation. CoRR abs/2208.02105 (2022) - [i37]Alexander Tsaregorodtsev, Johannes Müller, Jan Strohbeck, Martin Herrmann, Michael Buchholz, Vasileios Belagiannis:
Extrinsic Camera Calibration with Semantic Segmentation. CoRR abs/2208.03949 (2022) - [i36]Dung Anh Hoang, Cuong Nguyen, Vasileios Belagiannis, Gustavo Carneiro:
Maximising the Utility of Validation Sets for Imbalanced Noisy-label Meta-learning. CoRR abs/2208.08132 (2022) - [i35]Julian Wiederer, Julian Schmidt, Ulrich Kressel, Klaus Dietmayer, Vasileios Belagiannis:
A Benchmark for Unsupervised Anomaly Detection in Multi-Agent Trajectories. CoRR abs/2209.01838 (2022) - [i34]Julia Hornauer, Vasileios Belagiannis:
Heatmap-based Out-of-Distribution Detection. CoRR abs/2211.08115 (2022) - [i33]Youssef Dawoud, Arij Bouazizi, Katharina Ernst, Gustavo Carneiro, Vasileios Belagiannis:
Knowing What to Label for Few Shot Microscopy Image Cell Segmentation. CoRR abs/2211.10244 (2022) - [i32]Yuyuan Liu, Choubo Ding, Yu Tian, Guansong Pang, Vasileios Belagiannis, Ian D. Reid, Gustavo Carneiro:
Residual Pattern Learning for Pixel-wise Out-of-Distribution Detection in Semantic Segmentation. CoRR abs/2211.14512 (2022) - [i31]Osman Ülger, Julian Wiederer, Mohsen Ghafoorian, Vasileios Belagiannis, Pascal Mettes:
Multi-Task Edge Prediction in Temporally-Dynamic Video Graphs. CoRR abs/2212.02875 (2022) - 2021
- [j11]Nico Engel, Vasileios Belagiannis, Klaus Dietmayer:
Point Transformer. IEEE Access 9: 134826-134840 (2021) - [j10]Irtiza Hasan, Francesco Setti, Theodore Tsesmelis, Vasileios Belagiannis, Sikandar Amin, Alessio Del Bue, Marco Cristani, Fabio Galasso:
Forecasting People Trajectories and Head Poses by Jointly Reasoning on Tracklets and Vislets. IEEE Trans. Pattern Anal. Mach. Intell. 43(4): 1267-1278 (2021) - [c33]Arij Bouazizi, Ulrich Kressel, Vasileios Belagiannis:
Learning Temporal 3D Human Pose Estimation with Pseudo-Labels. AVSS 2021: 1-8 - [c32]Filipe Rolim Cordeiro, Vasileios Belagiannis, Ian Reid, Gustavo Carneiro:
PropMix: Hard Sample Filtering and Proportional MixUp for Learning with Noisy Labels. BMVC 2021: 187 - [c31]Julian Wiederer, Arij Bouazizi, Marco Troina, Ulrich Kressel, Vasileios Belagiannis:
Anomaly Detection in Multi-Agent Trajectories for Automated Driving. CoRL 2021: 1223-1233 - [c30]Arij Bouazizi, Julian Wiederer, Ulrich Kressel, Vasileios Belagiannis:
Self-Supervised 3D Human Pose Estimation with Multiple-View Geometry. FG 2021: 1-8 - [c29]Julia Hornauer, Lazaros Nalpantidis, Vasileios Belagiannis:
Visual Domain Adaptation for Monocular Depth Estimation on Resource-Constrained Hardware. ICCVW 2021: 954-962 - [c28]Joschua Conrad, Biyi Jiang, Paul Kässer, Vasileios Belagiannis, Maurits Ortmanns:
Nonlinearity Modeling for Mixed-Signal Inference Accelerators in Training Frameworks. ICECS 2021: 1-4 - [c27]Marcel Schreiber, Vasileios Belagiannis, Claudius Gläser, Klaus Dietmayer:
Dynamic Occupancy Grid Mapping with Recurrent Neural Networks. ICRA 2021: 6717-6724 - [c26]Nico Engel, Vasileios Belagiannis, Klaus Dietmayer:
Attention-based Vehicle Self-Localization with HD Feature Maps. ITSC 2021: 76-83 - [c25]Fengbei Liu, Yu Tian, Filipe R. Cordeiro, Vasileios Belagiannis, Ian D. Reid, Gustavo Carneiro:
Self-supervised Mean Teacher for Semi-supervised Chest X-Ray Classification. MLMI@MICCAI 2021: 426-436 - [c24]Ragav Sachdeva, Filipe R. Cordeiro, Vasileios Belagiannis, Ian D. Reid, Gustavo Carneiro:
EvidentialMix: Learning with Combined Open-set and Closed-set Noisy Labels. WACV 2021: 3606-3614 - [i30]Fengbei Liu, Yu Tian, Filipe R. Cordeiro, Vasileios Belagiannis, Ian D. Reid, Gustavo Carneiro:
Self-supervised Mean Teacher for Semi-supervised Chest X-ray Classification. CoRR abs/2103.03629 (2021) - [i29]Fengbei Liu, Yu Tian, Filipe R. Cordeiro, Vasileios Belagiannis, Ian D. Reid, Gustavo Carneiro:
Noisy Label Learning for Large-scale Medical Image Classification. CoRR abs/2103.04053 (2021) - [i28]Filipe R. Cordeiro, Ragav Sachdeva, Vasileios Belagiannis, Ian D. Reid, Gustavo Carneiro:
LongReMix: Robust Learning with High Confidence Samples in a Noisy Label Environment. CoRR abs/2103.04173 (2021) - [i27]Ragav Sachdeva, Filipe R. Cordeiro, Vasileios Belagiannis, Ian D. Reid, Gustavo Carneiro:
ScanMix: Learning from Severe Label Noise via Semantic Clustering and Semi-Supervised Learning. CoRR abs/2103.11395 (2021) - [i26]Alexander Tsaregorodtsev, Vasileios Belagiannis:
ParticleAugment: Sampling-Based Data Augmentation. CoRR abs/2106.08693 (2021) - [i25]Nico Engel, Vasileios Belagiannis, Klaus Dietmayer:
Attention-based Vehicle Self-Localization with HD Feature Maps. CoRR abs/2107.07787 (2021) - [i24]Julia Hornauer, Lazaros Nalpantidis, Vasileios Belagiannis:
Visual Domain Adaptation for Monocular Depth Estimation on Resource-Constrained Hardware. CoRR abs/2108.02671 (2021) - [i23]Arij Bouazizi, Julian Wiederer, Ulrich Kressel, Vasileios Belagiannis:
Self-Supervised 3D Human Pose Estimation with Multiple-View Geometry. CoRR abs/2108.07777 (2021) - [i22]Anastasia Makarevich, Azade Farshad, Vasileios Belagiannis, Nassir Navab:
MetaMedSeg: Volumetric Meta-learning for Few-Shot Organ Segmentation. CoRR abs/2109.09734 (2021) - [i21]Arij Bouazizi, Ulrich Kressel, Vasileios Belagiannis:
Learning Temporal 3D Human Pose Estimation with Pseudo-Labels. CoRR abs/2110.07578 (2021) - [i20]Julian Wiederer, Arij Bouazizi, Marco Troina, Ulrich Kressel, Vasileios Belagiannis:
Anomaly Detection in Multi-Agent Trajectories for Automated Driving. CoRR abs/2110.07922 (2021) - [i19]Filipe R. Cordeiro, Vasileios Belagiannis, Ian D. Reid, Gustavo Carneiro:
PropMix: Hard Sample Filtering and Proportional MixUp for Learning with Noisy Labels. CoRR abs/2110.11809 (2021) - [i18]Yuyuan Liu, Yu Tian, Yuanhong Chen, Fengbei Liu, Vasileios Belagiannis, Gustavo Carneiro:
Perturbed and Strict Mean Teachers for Semi-supervised Semantic Segmentation. CoRR abs/2111.12903 (2021) - [i17]Fengbei Liu, Yu Tian, Yuanhong Chen, Yuyuan Liu, Vasileios Belagiannis, Gustavo Carneiro:
ACPL: Anti-curriculum Pseudo-labelling forSemi-supervised Medical Image Classification. CoRR abs/2111.12918 (2021) - 2020
- [j9]Gustavo Carneiro, João Manuel R. S. Tavares, Andrew P. Bradley, João Paulo Papa, Vasileios Belagiannis, Jacinto C. Nascimento, Zhi Lu:
Special issue: 4th MICCAI workshop on deep learning in medical image analysis. Comput. methods Biomech. Biomed. Eng. Imaging Vis. 8(5): 501 (2020) - [c23]Leslie Casas, Attila Klimmek, Nassir Navab, Vasileios Belagiannis:
Adversarial Signal Denoising with Encoder-Decoder Networks. EUSIPCO 2020: 1467-1471 - [c22]Werner G. Teich, Ruiqi Liu, Vasileios Belagiannis:
Deep Learning versus High-order Recurrent Neural Network based Decoding for Convolutional Codes. GLOBECOM 2020: 1-7 - [c21]Marcel Schreiber, Vasileios Belagiannis, Claudius Gläser, Klaus Dietmayer:
Motion Estimation in Occupancy Grid Maps in Stationary Settings Using Recurrent Neural Networks. ICRA 2020: 8587-8593 - [c20]Jan Strohbeck, Vasileios Belagiannis, Johannes Müller, Marcel Schreiber, Martin Herrmann, Daniel Wolf, Michael Buchholz:
Multiple Trajectory Prediction with Deep Temporal and Spatial Convolutional Neural Networks. IROS 2020: 1992-1998 - [c19]Julian Wiederer, Arij Bouazizi, Ulrich Kressel, Vasileios Belagiannis:
Traffic Control Gesture Recognition for Autonomous Vehicles. IROS 2020: 10676-10683 - [c18]Markus Horn, Nico Engel, Vasileios Belagiannis, Michael Buchholz, Klaus Dietmayer:
DeepCLR: Correspondence-Less Architecture for Deep End-to-End Point Cloud Registration. ITSC 2020: 1-7 - [c17]Youssef Dawoud, Julia Hornauer, Gustavo Carneiro, Vasileios Belagiannis:
Few-Shot Microscopy Image Cell Segmentation. ECML/PKDD (5) 2020: 139-154 - [i16]Youssef Dawoud, Julia Hornauer, Gustavo Carneiro, Vasileios Belagiannis:
Few-Shot Microscopy Image Cell Segmentation. CoRR abs/2007.01671 (2020) - [i15]Markus Horn, Nico Engel, Vasileios Belagiannis, Michael Buchholz, Klaus Dietmayer:
DeepCLR: Correspondence-Less Architecture for Deep End-to-End Point Cloud Registration. CoRR abs/2007.11255 (2020) - [i14]Julian Wiederer, Arij Bouazizi, Ulrich Kressel, Vasileios Belagiannis:
Traffic Control Gesture Recognition for Autonomous Vehicles. CoRR abs/2007.16072 (2020) - [i13]Nico Engel, Vasileios Belagiannis, Klaus Dietmayer:
Point Transformer. CoRR abs/2011.00931 (2020) - [i12]Ragav Sachdeva, Filipe R. Cordeiro, Vasileios Belagiannis, Ian D. Reid, Gustavo Carneiro:
EvidentialMix: Learning with Combined Open-set and Closed-set Noisy Labels. CoRR abs/2011.05704 (2020) - [i11]Marcel Schreiber, Vasileios Belagiannis, Claudius Gläser, Klaus Dietmayer:
Dynamic Occupancy Grid Mapping with Recurrent Neural Networks. CoRR abs/2011.08659 (2020)
2010 – 2019
- 2019
- [j8]Gustavo Carneiro, João Manuel R. S. Tavares, Andrew P. Bradley, João Paulo Papa, Jacinto C. Nascimento, Jaime S. Cardoso, Zhi Lu, Vasileios Belagiannis:
Editorial. Comput. methods Biomech. Biomed. Eng. Imaging Vis. 7(3): 241 (2019) - [c16]Nico Engel, Stefan Hoermann, Markus Horn, Vasileios Belagiannis, Klaus Dietmayer:
DeepLocalization: Landmark-based Self-Localization with Deep Neural Networks. ITSC 2019: 926-933 - [c15]Johannes Müller, Martin Herrmann, Jan Strohbeck, Vasileios Belagiannis, Michael Buchholz:
LACI: Low-effort Automatic Calibration of Infrastructure Sensors. ITSC 2019: 3928-3933 - [i10]Irtiza Hasan, Francesco Setti, Theodore Tsesmelis, Vasileios Belagiannis, Sikandar Amin, Alessio Del Bue, Marco Cristani, Fabio Galasso:
Forecasting People Trajectories and Head Poses by Jointly Reasoning on Tracklets and Vislets. CoRR abs/1901.02000 (2019) - [i9]Nico Engel, Stefan Hoermann, Markus Horn, Vasileios Belagiannis, Klaus Dietmayer:
DeepLocalization: Landmark-based Self-Localization with Deep Neural Networks. CoRR abs/1904.09007 (2019) - [i8]Leslie Casas, Gustavo Carneiro, Nassir Navab, Vasileios Belagiannis:
Few-Shot Meta-Denoising. CoRR abs/1908.00111 (2019) - [i7]Marcel Schreiber, Vasileios Belagiannis, Claudius Gläser, Klaus Dietmayer:
Motion Estimation in Occupancy Grid Maps in Stationary Settings Using Recurrent Neural Networks. CoRR abs/1909.11387 (2019) - [i6]Johannes Müller, Martin Herrmann, Jan Strohbeck, Vasileios Belagiannis, Michael Buchholz:
LACI: Low-effort Automatic Calibration of Infrastructure Sensors. CoRR abs/1911.01711 (2019) - 2018
- [j7]Gustavo Carneiro, João Manuel R. S. Tavares, Andrew P. Bradley, João Paulo Papa, Jacinto C. Nascimento, Jaime S. Cardoso, Zhi Lu, Vasileios Belagiannis:
1st MICCAI workshop on deep learning in medical image analysis. Comput. methods Biomech. Biomed. Eng. Imaging Vis. 6(3): 241-242 (2018) - [j6]Felix Achilles, Federico Tombari, Vasileios Belagiannis, Anna Mira Loesch, Soheyl Noachtar, Nassir Navab:
Convolutional neural networks for real-time epileptic seizure detection. Comput. methods Biomech. Biomed. Eng. Imaging Vis. 6(3): 264-269 (2018) - [c14]Vasileios Belagiannis, Azade Farshad, Fabio Galasso:
Adversarial Network Compression. ECCV Workshops (4) 2018: 431-449 - [e3]Danail Stoyanov, Zeike Taylor, Gustavo Carneiro, Tanveer F. Syeda-Mahmood, Anne L. Martel, Lena Maier-Hein, João Manuel R. S. Tavares, Andrew P. Bradley, João Paulo Papa, Vasileios Belagiannis, Jacinto C. Nascimento, Zhi Lu, Sailesh Conjeti, Mehdi Moradi, Hayit Greenspan, Anant Madabhushi:
Deep Learning in Medical Image Analysis - and - Multimodal Learning for Clinical Decision Support - 4th International Workshop, DLMIA 2018, and 8th International Workshop, ML-CDS 2018, Held in Conjunction with MICCAI 2018, Granada, Spain, September 20, 2018, Proceedings. Lecture Notes in Computer Science 11045, Springer 2018, ISBN 978-3-030-00888-8 [contents] - [i5]Vasileios Belagiannis, Azade Farshad, Fabio Galasso:
Adversarial Network Compression. CoRR abs/1803.10750 (2018) - [i4]Leslie Casas, Nassir Navab, Vasileios Belagiannis:
Adversarial Signal Denoising with encoder-decoder networks. CoRR abs/1812.08555 (2018) - 2017
- [c13]Vasileios Belagiannis, Andrew Zisserman:
Recurrent Human Pose Estimation. FG 2017: 468-475 - [e2]M. Jorge Cardoso, Tal Arbel, Gustavo Carneiro, Tanveer F. Syeda-Mahmood, João Manuel R. S. Tavares, Mehdi Moradi, Andrew P. Bradley, Hayit Greenspan, João Paulo Papa, Anant Madabhushi, Jacinto C. Nascimento, Jaime S. Cardoso, Vasileios Belagiannis, Zhi Lu:
Deep Learning in Medical Image Analysis and Multimodal Learning for Clinical Decision Support - Third International Workshop, DLMIA 2017, and 7th International Workshop, ML-CDS 2017, Held in Conjunction with MICCAI 2017, Québec City, QC, Canada, September 14, 2017, Proceedings. Lecture Notes in Computer Science 10553, Springer 2017, ISBN 978-3-319-67557-2 [contents] - 2016
- [j5]Christoph Baur, Fausto Milletari, Vasileios Belagiannis, Nassir Navab, Pascal Fallavollita:
Automatic 3D reconstruction of electrophysiology catheters from two-view monoplane C-arm image sequences. Int. J. Comput. Assist. Radiol. Surg. 11(7): 1319-1328 (2016) - [j4]Nicola Rieke, David Joseph Tan, Chiara Amat di San Filippo, Federico Tombari, Mohamed Alsheakhali, Vasileios Belagiannis, Abouzar Eslami, Nassir Navab:
Real-time localization of articulated surgical instruments in retinal microsurgery. Medical Image Anal. 34: 82-100 (2016) - [j3]Vasileios Belagiannis, Xinchao Wang, Horesh Ben Shitrit, Kiyoshi Hashimoto, Ralf Stauder, Yoshimitsu Aoki, Michael Kranzfelder, Armin Schneider, Pascal Fua, Slobodan Ilic, Hubertus Feussner, Nassir Navab:
Parsing human skeletons in an operating room. Mach. Vis. Appl. 27(7): 1035-1046 (2016) - [j2]Vasileios Belagiannis, Sikandar Amin, Mykhaylo Andriluka, Bernt Schiele, Nassir Navab, Slobodan Ilic:
3D Pictorial Structures Revisited: Multiple Human Pose Estimation. IEEE Trans. Pattern Anal. Mach. Intell. 38(10): 1929-1942 (2016) - [j1]Shadi Albarqouni, Christoph Baur, Felix Achilles, Vasileios Belagiannis, Stefanie Demirci, Nassir Navab:
AggNet: Deep Learning From Crowds for Mitosis Detection in Breast Cancer Histology Images. IEEE Trans. Medical Imaging 35(5): 1313-1321 (2016) - [c12]Iro Laina, Christian Rupprecht, Vasileios Belagiannis, Federico Tombari, Nassir Navab:
Deeper Depth Prediction with Fully Convolutional Residual Networks. 3DV 2016: 239-248 - [e1]Gustavo Carneiro, Diana Mateus, Loïc Peter, Andrew P. Bradley, João Manuel R. S. Tavares, Vasileios Belagiannis, João Paulo Papa, Jacinto C. Nascimento, Marco Loog, Zhi Lu, Jaime S. Cardoso, Julien Cornebise:
Deep Learning and Data Labeling for Medical Applications - First International Workshop, LABELS 2016, and Second International Workshop, DLMIA 2016, Held in Conjunction with MICCAI 2016, Athens, Greece, October 21, 2016, Proceedings. Lecture Notes in Computer Science 10008, 2016, ISBN 978-3-319-46975-1 [contents] - [i3]Vasileios Belagiannis, Andrew Zisserman:
Recurrent Human Pose Estimation. CoRR abs/1605.02914 (2016) - [i2]Iro Laina, Christian Rupprecht, Vasileios Belagiannis, Federico Tombari, Nassir Navab:
Deeper Depth Prediction with Fully Convolutional Residual Networks. CoRR abs/1606.00373 (2016) - 2015
- [c11]Vasileios Belagiannis, Christian Rupprecht, Gustavo Carneiro, Nassir Navab:
Robust Optimization for Deep Regression. ICCV 2015: 2830-2838 - [c10]Falk Schubert, Daniele Casaburo, Dirk Dickmanns, Vasileios Belagiannis:
Revisiting Robust Visual Tracking Using Pixel-Wise Posteriors. ICVS 2015: 275-288 - [c9]Mehmet Yigitsoy, Vasileios Belagiannis, Aleksander Djurka, Amin Katouzian, Slobodan Ilic, Franjo Pernus, Abouzar Eslami, Nassir Navab:
Random ferns for multiple target tracking in microscopic retina image sequences. ISBI 2015: 209-212 - [c8]Lichao Wang, Vasileios Belagiannis, Carsten Marr, Fabian J. Theis, Guang-Zhong Yang, Nassir Navab:
Anatomic-landmark detection using graphical context modelling. ISBI 2015: 1304-1307 - [c7]Nicola Rieke, David Joseph Tan, Mohamed Alsheakhali, Federico Tombari, Chiara Amat di San Filippo, Vasileios Belagiannis, Abouzar Eslami, Nassir Navab:
Surgical Tool Tracking and Pose Estimation in Retinal Microsurgery. MICCAI (1) 2015: 266-273 - [i1]Vasileios Belagiannis, Christian Rupprecht, Gustavo Carneiro, Nassir Navab:
Robust Optimization for Deep Regression. CoRR abs/1505.06606 (2015) - 2014
- [c6]Vasileios Belagiannis, Christian Amann, Nassir Navab, Slobodan Ilic:
Holistic Human Pose Estimation with Regression Forests. AMDO 2014: 20-30 - [c5]Vasileios Belagiannis, Sikandar Amin, Mykhaylo Andriluka, Bernt Schiele, Nassir Navab, Slobodan Ilic:
3D Pictorial Structures for Multiple Human Pose Estimation. CVPR 2014: 1669-1676 - [c4]Vasileios Belagiannis, Xinchao Wang, Bernt Schiele, Pascal Fua, Slobodan Ilic, Nassir Navab:
Multiple Human Pose Estimation with Temporally Consistent 3D Pictorial Structures. ECCV Workshops (1) 2014: 742-754 - [c3]Fausto Milletari, Vasileios Belagiannis, Nassir Navab, Pascal Fallavollita:
Fully Automatic Catheter Localization in C-Arm Images Using ℓ1-Sparse Coding. MICCAI (2) 2014: 570-577 - 2012
- [c2]Vasileios Belagiannis, Falk Schubert, Nassir Navab, Slobodan Ilic:
Segmentation Based Particle Filtering for Real-Time 2D Object Tracking. ECCV (4) 2012: 842-855
2000 – 2009
- 2009
- [c1]Rigas Kouskouridas, Nikolaos Kyriakoulis, Dimitrios Chrysostomou, Vasileios Belagiannis, Spyridon G. Mouroutsos, Antonios Gasteratos:
The Vision System of the ACROBOTER Project. ICIRA 2009: 957-966
Coauthor Index