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ORCIDRainer Stiefelhagen
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- affiliation: Karlsruhe Institute of Technology, Germany
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2020 – today
- 2024
[j43]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)- [c351]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 - [c350]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 - [c349]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 - [c348]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 - [c347]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 - [c346]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 - [c345]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 - [c344]Omar Moured, Jiaming Zhang, M. Saquib Sarfraz, Rainer Stiefelhagen:
AltChart: Enhancing VLM-Based Chart Summarization Through Multi-pretext Tasks. ICDAR (1) 2024: 349-366 - [c343]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 - [c342]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 - [c341]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 - [c340]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 - [c339]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 - [c338]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 - [c337]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 - [i129]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) - [i128]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) - [i127]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) - [i126]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) - [i125]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) - [i124]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) - [i123]Omar Moured, Jiaming Zhang, M. Saquib Sarfraz, Rainer Stiefelhagen:
AltChart: Enhancing VLM-based Chart Summarization Through Multi-Pretext Tasks. CoRR abs/2405.13580 (2024) - [i122]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) - [i121]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) - [i120]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) - [i119]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) - [i118]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) - [i117]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) - [i116]Junwei Zheng, Ruiping Liu, Yufan Chen, Kunyu Peng, Chengzhi Wu, Kailun Yang, Jiaming Zhang, Rainer Stiefelhagen:
Open Panoramic Segmentation. CoRR abs/2407.02685 (2024) - [i115]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) - [i114]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) - 2023
- [j42]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) - [j41]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]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]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]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]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]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]Florian Fervers, Sebastian Bullinger, Christoph Bodensteiner, Michael Arens, Rainer Stiefelhagen:
Uncertainty-Aware Vision-Based Metric Cross-View Geolocalization. CVPR 2023: 21621-21631 - [c331]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]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]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]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]Omar Moured, Jiaming Zhang, Alina Roitberg, Thorsten Schwarz, Rainer Stiefelhagen:
Line Graphics Digitization: A Step Towards Full Automation. ICDAR (5) 2023: 438-453 - [c326]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]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]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 - [c323]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]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]Omar Moured, Sara Alzalabny, Thorsten Schwarz, Bastian E. Rapp, Rainer Stiefelhagen:
Accessible Document Layout: An Interface for 2D Tactile Displays. PETRA 2023: 265-271 - [c320]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 - [c319]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 - [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 - [i113]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) - [i112]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]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]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]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]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]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]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]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) - [i104]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]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]Omar Moured, Jiaming Zhang, Alina Roitberg, Thorsten Schwarz, Rainer Stiefelhagen:
Line Graphics Digitization: A Step Towards Full Automation. CoRR abs/2307.02065 (2023) - [i101]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]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]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]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]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]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]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]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]Matthias Hadlich, Zdravko Marinov, Rainer Stiefelhagen:
AutoPET Challenge 2023: Sliding Window-based Optimization of U-Net. CoRR abs/2309.12114 (2023) - [i92]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]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]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]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]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]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]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]