Stiefelhagen, Rainer

85 publications

WACV 2025 @BENCH: Benchmarking Vision-Language Models for Human-Centered Assistive Technology Xin Jiang, Junwei Zheng, Ruiping Liu, Jiahang Li, Jiaming Zhang, Sven Matthiesen, Rainer Stiefelhagen

AAAI 2025 Every Component Counts: Rethinking the Measure of Success for Medical Semantic Segmentation in Multi-Instance Segmentation Tasks Alexander Jaus, Constantin Marc Seibold, Simon Reiß, Zdravko Marinov, Keyi Li, Zeling Ye, Stefan Krieg, Jens Kleesiek, Rainer Stiefelhagen

ICLR 2025 Graph-Based Document Structure Analysis Yufan Chen, Ruiping Liu, Junwei Zheng, Di Wen, Kunyu Peng, Jiaming Zhang, Rainer Stiefelhagen

NeurIPS 2025 HopaDIFF: Holistic-Partial Aware Fourier Conditioned Diffusion for Referring Human Action Segmentation in Multi-Person Scenarios Kunyu Peng, Junchao Huang, Xiangsheng Huang, Di Wen, Junwei Zheng, Yufan Chen, Kailun Yang, Jiamin Wu, Chongqing Hao, Rainer Stiefelhagen

ICCV 2025 Is Visual In-Context Learning for Compositional Medical Tasks Within Reach? Simon Reiß, Zdravko Marinov, Alexander Jaus, Constantin Seibold, M. Saquib Sarfraz, Erik Rodner, Rainer Stiefelhagen

CVPR 2025 Scene-Agnostic Pose Regression for Visual Localization Junwei Zheng, Ruiping Liu, Yufan Chen, Zhenfang Chen, Kailun Yang, Jiaming Zhang, Rainer Stiefelhagen

NeurIPS 2025 Situat3DChange: Situated 3D Change Understanding Dataset for Multimodal Large Language Model Ruiping Liu, Junwei Zheng, Yufan Chen, Zirui Wang, Kunyu Peng, Kailun Yang, Jiaming Zhang, Marc Pollefeys, Rainer Stiefelhagen

NeurIPS 2025 mmWalk: Towards Multi-Modal Multi-View Walking Assistance Kedi Ying, Ruiping Liu, Chongyan Chen, Mingzhe Tao, Hao Shi, Kailun Yang, Jiaming Zhang, Rainer Stiefelhagen

WACV 2024 360BEV: Panoramic Semantic Mapping for Indoor Bird's-Eye View Zhifeng Teng, Jiaming Zhang, Kailun Yang, Kunyu Peng, Hao Shi, Simon Reiß, Ke Cao, Rainer Stiefelhagen

NeurIPS 2024 Advancing Open-Set Domain Generalization Using Evidential Bi-Level Hardest Domain Scheduler Kunyu Peng, Di Wen, Kailun Yang, Ao Luo, Yufan Chen, Jia Fu, M. Saquib Sarfraz, Alina Roitberg, Rainer Stiefelhagen

NeurIPS 2024 Muscles in Time: Learning to Understand Human Motion In-Depth by Simulating Muscle Activations David Schneider, Simon Reiß, Marco Kugler, Alexander Jaus, Kunyu Peng, Susanne Sutschet, M. Saquib Sarfraz, Sven Matthiesen, Rainer Stiefelhagen

AAAI 2024 Navigating Open Set Scenarios for Skeleton-Based Action Recognition Kunyu Peng, Cheng Yin, Junwei Zheng, Ruiping Liu, David Schneider, Jiaming Zhang, Kailun Yang, M. Saquib Sarfraz, Rainer Stiefelhagen, Alina Roitberg

ECCV 2024 Occlusion-Aware Seamless Segmentation Yihong Cao, Jiaming Zhang, Hao Shi, Kunyu Peng, Yuhongxuan Zhang, Hui Zhang, Rainer Stiefelhagen, Kailun Yang

ECCV 2024 Open Panoramic Segmentation Junwei Zheng, Ruiping Liu, Yufan Chen, Kunyu Peng, Chengzhi Wu, Kailun Yang, Jiaming Zhang, Rainer Stiefelhagen

ECCV 2024 Referring Atomic Video Action Recognition Kunyu Peng, Jia Fu, Kailun Yang, Di Wen, Yufan Chen, Ruiping Liu, Junwei Zheng, Jiaming Zhang, Saquib Sarfraz, Rainer Stiefelhagen, Alina Roitberg

CVPR 2024 RoDLA: Benchmarking the Robustness of Document Layout Analysis Models Yufan Chen, Jiaming Zhang, Kunyu Peng, Junwei Zheng, Ruiping Liu, Philip Torr, Rainer Stiefelhagen

ECCV 2024 Statewide Visual Geolocalization in the Wild Florian Fervers, Sebastian Bullinger, Christoph Bodensteiner, Michael Arens, Rainer Stiefelhagen

WACV 2023 Anticipative Feature Fusion Transformer for Multi-Modal Action Anticipation Zeyun Zhong, David Schneider, Michael Voit, Rainer Stiefelhagen, Jürgen Beyerer

CVPR 2023 Decoupled Semantic Prototypes Enable Learning from Diverse Annotation Types for Semi-Weakly Segmentation in Expert-Driven Domains Simon Reiß, Constantin Seibold, Alexander Freytag, Erik Rodner, Rainer Stiefelhagen

CVPR 2023 Delivering Arbitrary-Modal Semantic Segmentation Jiaming Zhang, Ruiping Liu, Hao Shi, Kailun Yang, Simon Reiß, Kunyu Peng, Haodong Fu, Kaiwei Wang, Rainer Stiefelhagen

CVPRW 2023 FishDreamer: Towards Fisheye Semantic Completion via Unified Image Outpainting and Segmentation Hao Shi, Yu Li, Kailun Yang, Jiaming Zhang, Kunyu Peng, Alina Roitberg, Yaozu Ye, Huajian Ni, Kaiwei Wang, Rainer Stiefelhagen

ICCVW 2023 Mirror U-Net: Marrying Multimodal Fission with Multi-Task Learning for Semantic Segmentation in Medical Imaging Zdravko Marinov, Simon Reiß, David Kersting, Jens Kleesiek, Rainer Stiefelhagen

ICCVW 2023 Open Scene Understanding: Grounded Situation Recognition Meets Segment Anything for Helping People with Visual Impairments Ruiping Liu, Jiaming Zhang, Kunyu Peng, Junwei Zheng, Ke Cao, Yufan Chen, Kailun Yang, Rainer Stiefelhagen

ICCVW 2023 The First Visual Object Tracking Segmentation VOTS2023 Challenge Results 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

WACV 2023 Trans4Map: Revisiting Holistic Bird's-Eye-View Mapping from Egocentric Images to Allocentric Semantics with Vision Transformers Chang Chen, Jiaming Zhang, Kailun Yang, Kunyu Peng, Rainer Stiefelhagen

CVPR 2023 Uncertainty-Aware Vision-Based Metric Cross-View Geolocalization Florian Fervers, Sebastian Bullinger, Christoph Bodensteiner, Michael Arens, Rainer Stiefelhagen

CVPR 2022 Bending Reality: Distortion-Aware Transformers for Adapting to Panoramic Semantic Segmentation Jiaming Zhang, Kailun Yang, Chaoxiang Ma, Simon Reiß, Kunyu Peng, Rainer Stiefelhagen

ECCV 2022 Graph-Constrained Contrastive Regularization for Semi-Weakly Volumetric Segmentation Simon Reiß, Constantin Seibold, Alexander Freytag, Erik Rodner, Rainer Stiefelhagen

CVPR 2022 Hierarchical Nearest Neighbor Graph Embedding for Efficient Dimensionality Reduction Saquib Sarfraz, Marios Koulakis, Constantin Seibold, Rainer Stiefelhagen

ECCVW 2022 ModSelect: Automatic Modality Selection for Synthetic-to-Real Domain Generalization Zdravko Marinov, Alina Roitberg, David Schneider, Rainer Stiefelhagen

ECCVW 2022 Multi-Modal Depression Estimation Based on Sub-Attentional Fusion Ping-Cheng Wei, Kunyu Peng, Alina Roitberg, Kailun Yang, Jiaming Zhang, Rainer Stiefelhagen

CVPRW 2022 Pose-Based Contrastive Learning for Domain Agnostic Activity Representations David Schneider, M. Saquib Sarfraz, Alina Roitberg, Rainer Stiefelhagen

AAAI 2022 Reference-Guided Pseudo-Label Generation for Medical Semantic Segmentation Constantin Marc Seibold, Simon Reiß, Jens Kleesiek, Rainer Stiefelhagen

CVPRW 2022 Should I Take a Walk? Estimating Energy Expenditure from Video Data Kunyu Peng, Alina Roitberg, Kailun Yang, Jiaming Zhang, Rainer Stiefelhagen

CVPRW 2022 Towards Robust Semantic Segmentation of Accident Scenes via Multi-Source Mixed Sampling and Meta-Learning Xinyu Luo, Jiaming Zhang, Kailun Yang, Alina Roitberg, Kunyu Peng, Rainer Stiefelhagen

WACV 2021 Adaptiope: A Modern Benchmark for Unsupervised Domain Adaptation Tobias Ringwald, Rainer Stiefelhagen

CVPR 2021 Capturing Omni-Range Context for Omnidirectional Segmentation Kailun Yang, Jiaming Zhang, Simon Reiss, Xinxin Hu, Rainer Stiefelhagen

CVPR 2021 Every Annotation Counts: Multi-Label Deep Supervision for Medical Image Segmentation Simon Reiss, Constantin Seibold, Alexander Freytag, Erik Rodner, Rainer Stiefelhagen

ICCVW 2021 HIDA: Towards Holistic Indoor Understanding for the Visually Impaired via Semantic Instance Segmentation with a Wearable Solid-State LiDAR Sensor Huayao Liu, Ruiping Liu, Kailun Yang, Jiaming Zhang, Kunyu Peng, Rainer Stiefelhagen

CVPR 2021 Temporally-Weighted Hierarchical Clustering for Unsupervised Action Segmentation Saquib Sarfraz, Naila Murray, Vivek Sharma, Ali Diba, Luc Van Gool, Rainer Stiefelhagen

ICCVW 2021 Trans4Trans: Efficient Transformer for Transparent Object Segmentation to Help Visually Impaired People Navigate in the Real World Jiaming Zhang, Kailun Yang, Angela Constantinescu, Kunyu Peng, Karin Müller, Rainer Stiefelhagen

WACV 2021 Unsupervised Meta-Domain Adaptation for Fashion Retrieval Vivek Sharma, Naila Murray, Diane Larlus, Saquib Sarfraz, Rainer Stiefelhagen, Gabriela Csurka

ICCV 2021 Vi2CLR: Video and Image for Visual Contrastive Learning of Representation Ali Diba, Vivek Sharma, Reza Safdari, Dariush Lotfi, Saquib Sarfraz, Rainer Stiefelhagen, Luc Van Gool

CVPRW 2020 Activity-Aware Attributes for Zero-Shot Driver Behavior Recognition Simon Reiß, Alina Roitberg, Monica Haurilet, Rainer Stiefelhagen

ECCV 2020 Large Scale Holistic Video Understanding Ali Diba, Mohsen Fayyaz, Vivek Sharma, Manohar Paluri, Jürgen Gall, Rainer Stiefelhagen, Luc Van Gool

CVPRW 2019 Analysis of Deep Fusion Strategies for Multi-Modal Gesture Recognition Alina Roitberg, Tim Pollert, Monica Haurilet, Manuel Martin, Rainer Stiefelhagen

WACV 2019 SPaSe - Multi-Label Page Segmentation for Presentation Slides Monica Haurilet, Ziad Al-Halah, Rainer Stiefelhagen

CVPRW 2019 UAV-Net: A Fast Aerial Vehicle Detector for Mobile Platforms Tobias Ringwald, Lars Sommer, Arne Schumann, Jürgen Beyerer, Rainer Stiefelhagen

CVPRW 2019 Weakly Supervised Object Discovery by Generative Adversarial & Ranking Networks Ali Diba, Vivek Sharma, Rainer Stiefelhagen, Luc Van Gool

ECCV 2018 3D Vehicle Trajectory Reconstruction in Monocular Video Data Using Environment Structure Constraints Sebastian Bullinger, Christoph Bodensteiner, Michael Arens, Rainer Stiefelhagen

ECCVW 2018 MoQA - A Multi-Modal Question Answering Architecture Monica Haurilet, Ziad Al-Halah, Rainer Stiefelhagen

ECCVW 2018 Towards a Fair Evaluation of Zero-Shot Action Recognition Using External Data Alina Roitberg, Manuel Martínez, Monica Haurilet, Rainer Stiefelhagen

CVPR 2017 Automatic Discovery, Association Estimation and Learning of Semantic Attributes for a Thousand Categories Ziad Al-Halah, Rainer Stiefelhagen

WACV 2017 Breathing Rate Monitoring During Sleep from a Depth Camera Under Real-Life Conditions Manuel Martínez, Rainer Stiefelhagen

CVPRW 2017 DriveAHead - A Large-Scale Driver Head Pose Dataset Anke Schwarz, Monica-Laura Haurilet, Manuel Martínez, Rainer Stiefelhagen

ICCV 2017 Fashion Forward: Forecasting Visual Style in Fashion Ziad Al-Halah, Rainer Stiefelhagen, Kristen Grauman

ICCVW 2017 Mind the Gap: Virtual Shorelines for Blind and Partially Sighted People Daniel Koester, Rainer Stiefelhagen, Maximilian Awiszus

CVPRW 2017 Person Re-Identification by Deep Learning Attribute-Complementary Information Arne Schumann, Rainer Stiefelhagen

ICCVW 2017 Using Technology Developed for Autonomous Cars to Help Navigate Blind People Manuel Martínez, Alina Roitberg, Daniel Koester, Rainer Stiefelhagen, Boris Schauerte

WACV 2016 HeHOP: Highly Efficient Head Orientation and Position Estimation Anke Schwarz, Zhuang Lin, Rainer Stiefelhagen

CVPR 2016 MovieQA: Understanding Stories in Movies Through Question-Answering Makarand Tapaswi, Yukun Zhu, Rainer Stiefelhagen, Antonio Torralba, Raquel Urtasun, Sanja Fidler

WACV 2016 Naming TV Characters by Watching and Analyzing Dialogs Monica-Laura Haurilet, Makarand Tapaswi, Ziad Al-Halah, Rainer Stiefelhagen

CVPR 2016 Recovering the Missing Link: Predicting Class-Attribute Associations for Unsupervised Zero-Shot Learning Ziad Al-Halah, Makarand Tapaswi, Rainer Stiefelhagen

WACV 2015 3D Pictorial Structures for Human Pose Estimation with Supervoxels Alexander Schick, Rainer Stiefelhagen

CVPR 2015 Book2Movie: Aligning Video Scenes with Book Chapters Makarand Tapaswi, Martin Bauml, Rainer Stiefelhagen

WACV 2015 How to Transfer? Zero-Shot Object Recognition via Hierarchical Transfer of Semantic Attributes Ziad Al-Halah, Rainer Stiefelhagen

WACV 2014 "Important Stuff, Everywhere!" Activity Recognition with Salient Proto-Objects as Context Lukas Rybok, Boris Schauerte, Ziad Al-Halah, Rainer Stiefelhagen

CVPR 2014 StoryGraphs: Visualizing Character Interactions as a Timeline Makarand Tapaswi, Martin Bauml, Rainer Stiefelhagen

ECCV 2014 Way to Go! Detecting Open Areas Ahead of a Walking Person Boris Schauerte, Daniel Koester, Manuel Martínez, Rainer Stiefelhagen

ECCVW 2014 Way to Go! Detecting Open Areas Ahead of a Walking Person Boris Schauerte, Daniel Koester, Manuel Martínez, Rainer Stiefelhagen

CVPR 2013 Semi-Supervised Learning with Constraints for Person Identification in Multimedia Data Martin Bauml, Makarand Tapaswi, Rainer Stiefelhagen

CVPR 2012 "Knock! Knock! Who Is It?" Probabilistic Person Identification in TV-Series Makarand Tapaswi, Martin Bäuml, Rainer Stiefelhagen

CVPRW 2012 Improving Foreground Segmentations with Probabilistic Superpixel Markov Random Fields Alexander Schick, Martin Bäuml, Rainer Stiefelhagen

WACV 2012 Predicting Human Gaze Using Quaternion DCT Image Signature Saliency and Face Detection Boris Schauerte, Rainer Stiefelhagen

ECCV 2012 Quaternion-Based Spectral Saliency Detection for Eye Fixation Prediction Boris Schauerte, Rainer Stiefelhagen

ECCV 2008 Dynamic Integration of Generalized Cues for Person Tracking Kai Nickel, Rainer Stiefelhagen

CVPR 2007 Automatic Person Detection and Tracking Using Fuzzy Controlled Active Cameras Keni Bernardin, Florian van de Camp, Rainer Stiefelhagen

CVPR 2007 Multi-Modal Person Identification in a Smart Environment Hazim Kemal Ekenel, Mika Fischer, Qin Jin, Rainer Stiefelhagen

ICCV 2007 Video-Based Face Recognition on Real-World Data Johannes Stallkamp, Hazim Kemal Ekenel, Rainer Stiefelhagen

CVPRW 2006 Analysis of Local Appearance-Based Face Recognition: Effects of Feature Selection and Feature Normalization Hazim Kemal Ekenel, Rainer Stiefelhagen

CVPRW 2006 Block Selection in the Local Appearance-Based Face Recognition Scheme Hazim Kemal Ekenel, Rainer Stiefelhagen

CVPR 2006 Tracking of the Articulated Upper Body on Multi-View Stereo Image Sequences Julius Ziegler, Kai Nickel, Rainer Stiefelhagen

CVPR 2005 A Generic Face Representation Approach for Local Appearance Based Face Verification Hazim Kemal Ekenel, Rainer Stiefelhagen

CVPRW 2005 A Generic Face Representation Approach for Local Appearance Based Face Verification Hazim Kemal Ekenel, Rainer Stiefelhagen

ECCV 2004 Real-Time Person Tracking and Pointing Gesture Recognition for Human-Robot Interaction Kai Nickel, Rainer Stiefelhagen