Rainer Lienhart

236 papers A* 28A 22B 12C 3Journal 73Unranked 81

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	DSFlash: Comprehensive Panoptic Scene Graph Generation in Realtime. CoRR Julian Lorenz, Vladyslav Kovganko, Elias Kohout, Mrunmai Phatak, Daniel Kienzle, Rainer Lienhart
2026	J	`jnl`	Modernising Reinforcement Learning-Based Navigation for Embodied Semantic Scene Graph Generation. CoRR Roman Küble, Marco Hüller, Mrunmai Phatak, Rainer Lienhart, Jörg Hähner
2026	J	`jnl`	Multi-Agent Causal Reasoning System for Error Pattern Rule Automation in Vehicles. CoRR Hugo Math, Julian Lorenz, Stefan Oelsner, Rainer Lienhart
2026	J	`jnl`	TRACE: Scalable Amortized Causal Discovery from Single Sequences via Autoregressive Density Estimation. CoRR Hugo Math, Rainer Lienhart
2026	J	`jnl`	Transforming Vehicle Diagnostics: A Multimodal Approach to Error Patterns Prediction. CoRR Hugo Math, Rainer Lienhart
2025	A*	`conf`	8th ACM International Workshop on Multimedia Content Analysis in Sports (ACM MMSports'25). ACM Multimedia Rainer Lienhart, Thomas B. Moeslund, Hideo Saito
2025	—	`conf`	CoPa-SG: Dense Scene Graphs with Parametric and Proto-Relations. ICCVW Julian Lorenz, Mrunmai Phatak, Robin Schön, Katja Ludwig, Nico Hörmann, Annemarie Friedrich, Rainer Lienhart
2025	J	`jnl`	CoPa-SG: Dense Scene Graphs with Parametric and Proto-Relations. CoRR Julian Lorenz, Mrunmai Phatak, Robin Schön, Katja Ludwig, Nico Hörmann, Annemarie Friedrich, Rainer Lienhart
2025	J	`jnl`	Coling-UniA at SciVQA 2025: Few-Shot Example Retrieval and Confidence-Informed Ensembling for Multimodal Large Language Models. CoRR Christian Jaumann, Annemarie Friedrich, Rainer Lienhart
2025	—	`conf`	Efficient 2D to Full 3D Human Pose Uplifting including Joint Rotations. CVPR Workshops Katja Ludwig, Yuliia Oksymets, Robin Schön, Daniel Kienzle, Rainer Lienhart
2025	J	`jnl`	Efficient 2D to Full 3D Human Pose Uplifting including Joint Rotations. CoRR Katja Ludwig, Yuliia Oksymets, Robin Schön, Daniel Kienzle, Rainer Lienhart
2025	J	`jnl`	HOIverse: A Synthetic Scene Graph Dataset With Human Object Interactions. CoRR Mrunmai Vivek Phatak, Julian Lorenz, Nico Hörmann, Jörg Hähner, Rainer Lienhart
2025	A*	`conf`	Harnessing Event Sensory Data for Error Pattern Prediction in Vehicles: A Language Model Approach. AAAI Hugo Math, Rainer Lienhart, Robin Schön
2025	—	`conf`	Leveraging Anthropometric Measurements to Improve Human Mesh Estimation and Ensure Consistent Body Shapes. CVPR Workshops Katja Ludwig, Julian Lorenz, Daniel Kienzle, Tuan Bui, Rainer Lienhart
2025	C	`conf`	MMMS: Multi-Modal Multi-Surface Interactive Segmentation. CBMI Robin Schön, Julian Lorenz, Katja Ludwig, Daniel Kienle, Rainer Lienhart
2025	J	`jnl`	MMMS: Multi-Modal Multi-Surface Interactive Segmentation. CoRR Robin Schön, Julian Lorenz, Katja Ludwig, Daniel Kienzle, Rainer Lienhart
2025	—	`conf`	On the Importance of Conditioning for Privacy-Preserving Data Augmentation. ICCVW Julian Lorenz, Katja Ludwig, Valentin Haug, Rainer Lienhart
2025	J	`jnl`	On the Importance of Conditioning for Privacy-Preserving Data Augmentation. CoRR Julian Lorenz, Katja Ludwig, Valentin Haug, Rainer Lienhart
2025	J	`jnl`	One-Shot Multi-Label Causal Discovery in High-Dimensional Event Sequences. CoRR Hugo Math, Robin Schön, Rainer Lienhart
2025	—	`ed.`	Proceedings of the 8th International ACM Workshop on Multimedia Content Analysis in Sports, MMSports 2025, Dublin, Ireland, October 27-31, 2025 MMSports@MM Rainer Lienhart, Thomas B. Moeslund, Hideo Saito
2025	—	`conf`	SkipClick: Combining Quick Responses and Low-Level Features for Interactive Segmentation in Winter Sports Contexts. WACV (Workshops) Robin Schön, Julian Lorenz, Daniel Kienzle, Rainer Lienhart
2025	J	`jnl`	SkipClick: Combining Quick Responses and Low-Level Features for Interactive Segmentation in Winter Sports Contexts. CoRR Robin Schön, Julian Lorenz, Daniel Kienzle, Rainer Lienhart
2025	—	`conf`	Towards Ball Spin and Trajectory Analysis in Table Tennis Broadcast Videos via Physically Grounded Synthetic-to-Real Transfer. CVPR Workshops Daniel Kienzle, Robin Schön, Rainer Lienhart, Shin'ichi Satoh
2025	J	`jnl`	Towards Ball Spin and Trajectory Analysis in Table Tennis Broadcast Videos via Physically Grounded Synthetic-to-Real Transfer. CoRR Daniel Kienzle, Robin Schön, Rainer Lienhart, Shin'ichi Satoh
2025	J	`jnl`	Towards Practical Multi-label Causal Discovery in High-Dimensional Event Sequences via One-Shot Graph Aggregation. CoRR Hugo Math, Rainer Lienhart
2025	J	`jnl`	Uplifting Table Tennis: A Robust, Real-World Application for 3D Trajectory and Spin Estimation. CoRR Daniel Kienzle, Katja Ludwig, Julian Lorenz, Shin'ichi Satoh, Rainer Lienhart
2024	—	`conf`	A Fair Ranking and New Model for Panoptic Scene Graph Generation. ECCV (61) Julian Lorenz, Alexander Pest, Daniel Kienzle, Katja Ludwig, Rainer Lienhart
2024	J	`jnl`	A Fair Ranking and New Model for Panoptic Scene Graph Generation. CoRR Julian Lorenz, Alexander Pest, Daniel Kienzle, Katja Ludwig, Rainer Lienhart
2024	—	`conf`	A Review and Efficient Implementation of Scene Graph Generation Metrics. CVPR Workshops Julian Lorenz, Robin Schön, Katja Ludwig, Rainer Lienhart
2024	J	`jnl`	A Review and Efficient Implementation of Scene Graph Generation Metrics. CoRR Julian Lorenz, Robin Schön, Katja Ludwig, Rainer Lienhart
2024	—	`conf`	Adapting the Segment Anything Model During Usage in Novel Situations. CVPR Workshops Robin Schön, Julian Lorenz, Katja Ludwig, Rainer Lienhart
2024	J	`jnl`	Adapting the Segment Anything Model During Usage in Novel Situations. CoRR Robin Schön, Julian Lorenz, Katja Ludwig, Rainer Lienhart
2024	J	`jnl`	Harnessing Event Sensory Data for Error Pattern Prediction in Vehicles: A Language Model Approach. CoRR Hugo Math, Rainer Lienhart, Robin Schön
2024	J	`jnl`	Leveraging Anthropometric Measurements to Improve Human Mesh Estimation and Ensure Consistent Body Shapes. CoRR Katja Ludwig, Julian Lorenz, Daniel Kienzle, Tuan Bui, Rainer Lienhart
2024	—	`ed.`	Proceedings of the 7th ACM International Workshop on Multimedia Content Analysis in Sports, MMSports 2024, Melbourne, VIC, Australia, 28 October 2024- 1 November 2024 MMSports@MM Rainer Lienhart, Thomas B. Moeslund, Hideo Saito
2024	—	`conf`	Segformer++: Efficient Token-Merging Strategies for High-Resolution Semantic Segmentation. MIPR Daniel Kienzle, Marco Kantonis, Robin Schön, Rainer Lienhart
2024	J	`jnl`	Segformer++: Efficient Token-Merging Strategies for High-Resolution Semantic Segmentation. CoRR Daniel Kienzle, Marco Kantonis, Robin Schön, Rainer Lienhart
2024	J	`jnl`	The STOIC2021 COVID-19 AI challenge: Applying reusable training methodologies to private data. Medical Image Anal. Luuk H. Boulogne, Julian Lorenz, Daniel Kienzle, Robin Schön, Katja Ludwig, Rainer Lienhart, Simon Jégou, Guang Li, Cong Chen, Qi Wang, Derik Shi, Mayug Maniparambil, Dominik Müller, Silvan Mertes, Niklas Schröter, Fabio Hellmann, Miriam Elia, Ine Dirks, Matías Nicolás Bossa, Abel Díaz Berenguer, Tanmoy Mukherjee, Jef Vandemeulebroucke, Hichem Sahli, Nikos Deligiannis, Panagiotis Gonidakis, Ngoc Dung Huynh, Imran Razzak, Mohamed Reda Bouadjenek, Mario Verdicchio, Pasquale Borrelli, Marco Aiello, James A. Meakin, Alexander Lemm, Christoph Russ, Razvan Ionasec, Nikos Paragios, Bram van Ginneken, Marie-Pierre Revel
2024	—	`conf`	Towards Learning Monocular 3D Object Localization from 2D Labels Using the Physical Laws of Motion. 3DV Daniel Kienzle, Katja Ludwig, Julian Lorenz, Rainer Lienhart
2024	J	`jnl`	WSESeg: Introducing a Dataset for the Segmentation of Winter Sports Equipment with a Baseline for Interactive Segmentation. CoRR Robin Schön, Daniel Kienzle, Rainer Lienhart
2024	C	`conf`	Wseseg: Introducing a Dataset for the Segmentation of Winter Sports Equipment With a Baseline for Interactive Segmentation. CBMI Robin Schön, Daniel Kienzle, Rainer Lienhart
2023	—	`conf`	All Keypoints You Need: Detecting Arbitrary Keypoints on the Body of Triple, High, and Long Jump Athletes. CVPR Workshops Katja Ludwig, Julian Lorenz, Robin Schön, Rainer Lienhart
2023	J	`jnl`	All Keypoints You Need: Detecting Arbitrary Keypoints on the Body of Triple, High, and Long Jump Athletes. CoRR Katja Ludwig, Julian Lorenz, Robin Schön, Rainer Lienhart
2023	J	`jnl`	Controlling 3D Objects in 2D Image Synthesis. SN Comput. Sci. Stephan Brehm, Florian Barthel, Rainer Lienhart
2023	—	`conf`	Detecting Arbitrary Keypoints on Limbs and Skis with Sparse Partly Correct Segmentation Masks. WACV (Workshops) Katja Ludwig, Daniel Kienzle, Julian Lorenz, Rainer Lienhart
2023	—	`conf`	Haystack: A Panoptic Scene Graph Dataset to Evaluate Rare Predicate Classes. ICCV (Workshops) Julian Lorenz, Florian Barthel, Daniel Kienzle, Rainer Lienhart
2023	J	`jnl`	Haystack: A Panoptic Scene Graph Dataset to Evaluate Rare Predicate Classes. CoRR Julian Lorenz, Florian Barthel, Daniel Kienzle, Rainer Lienhart
2023	—	`conf`	Impact of Pseudo Depth on Open World Object Segmentation with Minimal User Guidance. CVPR Workshops Robin Schön, Katja Ludwig, Rainer Lienhart
2023	J	`jnl`	Impact of Pseudo Depth on Open World Object Segmentation with Minimal User Guidance. CoRR Robin Schön, Katja Ludwig, Rainer Lienhart
2023	A*	`conf`	MMSports '23: 6th International Workshop on Multimedia Content Analysis in Sports. ACM Multimedia Hideo Saito, Thomas B. Moeslund, Rainer Lienhart
2023	—	`ed.`	Proceedings of the 6th International Workshop on Multimedia Content Analysis in Sports, MMSports 2023, Ottawa ON, Canada, 29 October 2023 MMSports@MM Rainer Lienhart, Thomas B. Moeslund, Hideo Saito
2023	J	`jnl`	The STOIC2021 COVID-19 AI challenge: applying reusable training methodologies to private data. CoRR Luuk H. Boulogne, Julian Lorenz, Daniel Kienzle, Robin Schön, Katja Ludwig, Rainer Lienhart, Simon Jégou, Guang Li, Cong Chen, Qi Wang, Derik Shi, Mayug Maniparambil, Dominik Müller, Silvan Mertes, Niklas Schröter, Fabio Hellmann, Miriam Elia, Ine Dirks, Matías Nicolás Bossa, Abel Díaz Berenguer, Tanmoy Mukherjee, Jef Vandemeulebroucke, Hichem Sahli, Nikos Deligiannis, Panagiotis Gonidakis, Ngoc Dung Huynh, Imran Razzak, Mohamed Reda Bouadjenek, Mario Verdicchio, Pasquale Borrelli, Marco Aiello, James A. Meakin, Alexander Lemm, Christoph Russ, Razvan Ionasec, Nikos Paragios, Bram van Ginneken, Marie-Pierre Revel Dubois
2023	J	`jnl`	Towards Learning Monocular 3D Object Localization From 2D Labels using the Physical Laws of Motion. CoRR Daniel Kienzle, Julian Lorenz, Katja Ludwig, Rainer Lienhart
2023	A	`conf`	Uplift and Upsample: Efficient 3D Human Pose Estimation with Uplifting Transformers. WACV Moritz Einfalt, Katja Ludwig, Rainer Lienhart
2022	—	`conf`	COVID Detection and Severity Prediction with 3D-ConvNeXt and Custom Pretrainings. ECCV Workshops (7) Daniel Kienzle, Julian Lorenz, Robin Schön, Katja Ludwig, Rainer Lienhart
2022	—	`conf`	Consistency Regularization for Unsupervised Domain Adaptation in Semantic Segmentation. ICIAP (1) Sebastian A. Scherer, Stephan Brehm, Rainer Lienhart
2022	J	`jnl`	Custom Pretrainings and Adapted 3D-ConvNeXt Architecture for COVID Detection and Severity Prediction. CoRR Daniel Kienzle, Julian Lorenz, Robin Schön, Katja Ludwig, Rainer Lienhart
2022	—	`conf`	Detecting Arbitrary Intermediate Keypoints for Human Pose Estimation with Vision Transformers. WACV (Workshops) Katja Ludwig, Philipp Harzig, Rainer Lienhart
2022	J	`jnl`	Detecting Arbitrary Keypoints on Limbs and Skis with Sparse Partly Correct Segmentation Masks. CoRR Katja Ludwig, Daniel Kienzle, Julian Lorenz, Rainer Lienhart
2022	A*	`conf`	MMSports'22: 5th International ACM Workshop on Multimedia Content Analysis in Sports. ACM Multimedia Hideo Saito, Thomas B. Moeslund, Rainer Lienhart
2022	—	`ed.`	MMSports@MM 2022: Proceedings of the 5th International ACM Workshop on Multimedia Content Analysis in Sports, Lisboa, Portugal, 14 October 2022 MMSports@MM Rainer Lienhart, Thomas B. Moeslund, Hideo Saito
2022	A	`conf`	Pseudo-Label Noise Suppression Techniques for Semi-Supervised Semantic Segmentation. BMVC Sebastian A. Scherer, Robin Schön, Rainer Lienhart
2022	J	`jnl`	Pseudo-Label Noise Suppression Techniques for Semi-Supervised Semantic Segmentation. CoRR Sebastian A. Scherer, Robin Schön, Rainer Lienhart
2022	—	`conf`	Recognition of Freely Selected Keypoints on Human Limbs. CVPR Workshops Katja Ludwig, Daniel Kienzle, Rainer Lienhart
2022	J	`jnl`	Recognition of Freely Selected Keypoints on Human Limbs. CoRR Katja Ludwig, Daniel Kienzle, Rainer Lienhart
2022	—	`conf`	Semantically Consistent Image-to-Image Translation for Unsupervised Domain Adaptation. ICAART (2) Stephan Brehm, Sebastian A. Scherer, Rainer Lienhart
2022	B	`conf`	Synchronized Audio-Visual Frames with Fractional Positional Encoding for Transformers in Video-to-Text Translation. ICIP Philipp Harzig, Moritz Einfalt, Rainer Lienhart
2022	J	`jnl`	Uplift and Upsample: Efficient 3D Human Pose Estimation with Uplifting Transformers. CoRR Moritz Einfalt, Katja Ludwig, Rainer Lienhart
2021	J	`jnl`	Extended Self-Critical Pipeline for Transforming Videos to Text (TRECVID-VTT Task 2021) - Team: MMCUniAugsburg. CoRR Philipp Harzig, Moritz Einfalt, Katja Ludwig, Rainer Lienhart
2021	A*	`conf`	MMSports'21: 4th International Workshop on Multimedia Content Analysis in Sports. ACM Multimedia Rainer Lienhart, Thomas B. Moeslund, Hideo Saito
2021	—	`ed.`	MMSports@MM 2021: Proceedings of the 4th International Workshop on Multimedia Content Analysis in Sports, Virtual Event, China, 20 October 2021 MMSports@MM Rainer Lienhart, Thomas B. Moeslund, Hideo Saito
2021	—	`conf`	Self-Supervised Learning for Human Pose Estimation in Sports. ICME Workshops Katja Ludwig, Sebastian A. Scherer, Moritz Einfalt, Rainer Lienhart
2021	J	`jnl`	Semantically Consistent Image-to-Image Translation for Unsupervised Domain Adaptation. CoRR Stephan Brehm, Sebastian A. Scherer, Rainer Lienhart
2021	J	`jnl`	Synchronized Audio-Visual Frames with Fractional Positional Encoding for Transformers in Video-to-Text Translation. CoRR Philipp Harzig, Moritz Einfalt, Rainer Lienhart
2021	—	`conf`	Unsupervised Domain Extension for Nighttime Semantic Segmentation in Urban Scenes. DeLTA Sebastian A. Scherer, Robin Schön, Katja Ludwig, Rainer Lienhart
2020	—	`conf`	Decoupling Video and Human Motion: Towards Practical Event Detection in Athlete Recordings. CVPR Workshops Moritz Einfalt, Rainer Lienhart
2020	J	`jnl`	Decoupling Video and Human Motion: Towards Practical Event Detection in Athlete Recordings. CoRR Moritz Einfalt, Rainer Lienhart
2020	—	`conf`	Error Bounds of Projection Models in Weakly Supervised 3D Human Pose Estimation. 3DV Nikolas Klug, Moritz Einfalt, Stephan Brehm, Rainer Lienhart
2020	J	`jnl`	Error Bounds of Projection Models in Weakly Supervised 3D Human Pose Estimation. CoRR Nikolas Klug, Moritz Einfalt, Stephan Brehm, Rainer Lienhart
2020	J	`jnl`	Guest Editorial Multimedia Computing With Interpretable Machine Learning. IEEE Trans. Multim. Yonghong Tian, Cees G. M. Snoek, Jingdong Wang, Zhu Liu, Rainer Lienhart, Susanne Boll
2020	—	`conf`	High-Resolution Dual-Stage Multi-Level Feature Aggregation for Single Image and Video Deblurring. CVPR Workshops Stephan Brehm, Sebastian A. Scherer, Rainer Lienhart
2020	—	`conf`	Learning Segmentation from Object Color. MIPR Stephan Brehm, Philipp Harzig, Moritz Einfalt, Rainer Lienhart
2020	—	`ed.`	MMSports '20: Proceedings of the 3rd International Workshop on Multimedia Content Analysis in Sports, Seattle, WA, USA, October 16, 2020 MMSports@MM Rainer Lienhart, Thomas B. Moeslund, Hideo Saito
2020	A*	`conf`	MMSports'20: 3rd International Workshop on Multimedia Content Analysis in Sports. ACM Multimedia Rainer Lienhart, Thomas B. Moeslund, Hideo Saito
2020	—	`conf`	Robust Estimation of Flight Parameters for SKI Jumpers. ICME Workshops Katja Ludwig, Moritz Einfalt, Rainer Lienhart
2020	—	`conf`	Transforming Videos to Text (VTT Task) Team: MMCUniAugsburg. TRECVID Philipp Harzig, Moritz Einfalt, Katja Ludwig, Rainer Lienhart
2019	A	`conf`	Addressing Data Bias Problems for Chest X-ray Image Report Generation. BMVC Philipp Harzig, Yan-Ying Chen, Francine Chen, Rainer Lienhart
2019	J	`jnl`	Addressing Data Bias Problems for Chest X-ray Image Report Generation. CoRR Philipp Harzig, Yan-Ying Chen, Francine Chen, Rainer Lienhart
2019	A*	`conf`	Automatic Disease Detection and Report Generation for Gastrointestinal Tract Examination. ACM Multimedia Philipp Harzig, Moritz Einfalt, Rainer Lienhart
2019	—	`conf`	Detecting Speech Impairments from Temporal Visual Facial Features of Aphasia Patients. MIPR Moritz Einfalt, Rainer Lienhart, Matthew Lee, Lyndon Kennedy
2019	—	`conf`	Frame-Level Event Detection in Athletics Videos with Pose-Based Convolutional Sequence Networks. MMSports@MM Moritz Einfalt, Charles Dampeyrou, Dan Zecha, Rainer Lienhart
2019	J	`jnl`	Image Captioning with Clause-Focused Metrics in a Multi-Modal Setting for Marketing. CoRR Philipp Harzig, Dan Zecha, Rainer Lienhart, Carolin Kaiser, René Schallner
2019	—	`conf`	Image Captioning with Clause-Focused Metrics in a Multi-modal Setting for Marketing. MIPR Philipp Harzig, Dan Zecha, Rainer Lienhart, Carolin Kaiser, René Schallner
2019	A*	`conf`	MMSports'19: 2 ACM Multimedia Rainer Lienhart, Thomas B. Moeslund, Hideo Saito
2019	—	`ed.`	Proceedings Proceedings of the 2nd International Workshop on Multimedia Content Analysis in Sports, MMSports@MM 2019, Nice, France, October 25, 2019 MMSports@MM Rainer Lienhart, Thomas B. Moeslund, Hideo Saito
2019	J	`jnl`	Pushing the Boundary of Multimedia Big Data: An Overview of IEEE MIPR. IEEE Multim. Guan-Ming Su, Chengcui Zhang, Haohong Wang, Min Chen, Mohan S. Kankanhalli, Rainer Lienhart
2019	—	`conf`	Refining Joint Locations for Human Pose Tracking in Sports Videos. CVPR Workshops Dan Zecha, Moritz Einfalt, Rainer Lienhart
2018	A*	`conf`	1 ACM Multimedia Rainer Lienhart, Thomas B. Moeslund, Hideo Saito
2018	A*	`ed.`	2018 ACM Multimedia Conference on Multimedia Conference, MM 2018, Seoul, Republic of Korea, October 22-26, 2018 ACM Multimedia Susanne Boll, Kyoung Mu Lee, Jiebo Luo, Wenwu Zhu, Hyeran Byun, Chang Wen Chen, Rainer Lienhart, Tao Mei
2018	—	`conf`	A Convolutional Sequence to Sequence Model for Multimodal Dynamics Prediction in Ski Jumps. MMSports@MM Dan Zecha, Christian Eggert, Moritz Einfalt, Stephan Brehm, Rainer Lienhart
2018	A	`conf`	Activity-Conditioned Continuous Human Pose Estimation for Performance Analysis of Athletes Using the Example of Swimming. WACV Moritz Einfalt, Dan Zecha, Rainer Lienhart
2018	J	`jnl`	Activity-conditioned continuous human pose estimation for performance analysis of athletes using the example of swimming. CoRR Moritz Einfalt, Dan Zecha, Rainer Lienhart
2018	A*	`conf`	Deep Learning for Multimedia: Science or Technology? ACM Multimedia Jitao Sang, Jun Yu, Ramesh C. Jain, Rainer Lienhart, Peng Cui, Jiashi Feng
2018	—	`conf`	Kinematic Pose Rectification for Performance Analysis and Retrieval in Sports. CVPR Workshops Dan Zecha, Moritz Einfalt, Christian Eggert, Rainer Lienhart
2018	J	`jnl`	Mining Automatically Estimated Poses from Video Recordings of Top Athletes. CoRR Rainer Lienhart, Moritz Einfalt, Dan Zecha
2018	J	`jnl`	Mining Automatically Estimated Poses from Video Recordings of Top Athletes. Int. J. Comput. Sci. Sport Rainer Lienhart, Moritz Einfalt, Dan Zecha
2018	—	`conf`	Multimodal Image Captioning for Marketing Analysis. MIPR Philipp Harzig, Stephan Brehm, Rainer Lienhart, Carolin Kaiser, René Schallner
2018	J	`jnl`	Multimodal Image Captioning for Marketing Analysis. CoRR Philipp Harzig, Stephan Brehm, Rainer Lienhart, Carolin Kaiser, René Schallner
2018	—	`ed.`	Proceedings of the 1st International Workshop on Multimedia Content Analysis in Sports, MMSports@MM 2018, Seoul, Republic of Korea, October 26, 2018 MMSports@MM Rainer Lienhart, Thomas B. Moeslund, Hideo Saito
2018	A*	`conf`	Session details: Best Paper Session. ACM Multimedia Rainer Lienhart, Tao Mei
2018	—	`conf`	Session details: Keynote & Session 3. MMSports@MM Rainer Lienhart
2018	B	`conf`	Visual Question Answering With a Hybrid Convolution Recurrent Model. ICMR Philipp Harzig, Christian Eggert, Rainer Lienhart
2017	A	`conf`	A closer look: Small object detection in faster R-CNN. ICME Christian Eggert, Stephan Brehm, Anton Winschel, Dan Zecha, Rainer Lienhart
2017	B	`conf`	Improving Small Object Proposals for Company Logo Detection. ICMR Christian Eggert, Dan Zecha, Stephan Brehm, Rainer Lienhart
2017	J	`jnl`	Improving Small Object Proposals for Company Logo Detection. CoRR Christian Eggert, Dan Zecha, Stephan Brehm, Rainer Lienhart
2017	—	`conf`	Pose Estimation for Deriving Kinematic Parameters of Competitive Swimmers. Computer Vision Applications in Sports Dan Zecha, Christian Eggert, Rainer Lienhart
2017	B	`ed.`	Proceedings of the 2017 ACM on International Conference on Multimedia Retrieval, ICMR 2017, Bucharest, Romania, June 6-9, 2017 ICMR Bogdan Ionescu, Nicu Sebe, Jiashi Feng, Martha A. Larson, Rainer Lienhart, Cees Snoek
2017	A*	`ed.`	Proceedings of the 2017 ACM on Multimedia Conference, MM 2017, Mountain View, CA, USA, October 23-27, 2017 ACM Multimedia Qiong Liu, Rainer Lienhart, Haohong Wang, Sheng-Wei "Kuan-Ta" Chen, Susanne Boll, Yi-Ping Phoebe Chen, Gerald Friedland, Jia Li, Shuicheng Yan
2016	J	`jnl`	Diversity in Object Proposals. CoRR Anton Winschel, Rainer Lienhart, Christian Eggert
2016	J	`jnl`	Erratum to: Towards automatic bounding box annotations from weakly labeled images. Multim. Tools Appl. Christian X. Ries, Fabian Richter, Rainer Lienhart
2016	B	`conf`	Saliency-guided selective magnification for company logo detection. ICPR Christian Eggert, Anton Winschel, Dan Zecha, Rainer Lienhart
2016	J	`jnl`	Towards automatic bounding box annotations from weakly labeled images. Multim. Tools Appl. Christian X. Ries, Fabian Richter, Rainer Lienhart
2015	—	`conf`	Active Learning for Efficient Sampling of Control Models of Collectives. SASO Alexander Schiendorfer, Christoph Lassner, Gerrit Anders, Wolfgang Reif, Rainer Lienhart
2015	A	`conf`	Fisher vector encoding of micro color features for (real world) jigsaw puzzles. ICDAR Fabian Richter, Christian Eggert, Rainer Lienhart
2015	J	`jnl`	Guest editorial: selected papers from ICIMCS 2012. Multim. Syst. Zheng-Jun Zha, Yan Liu, Shin'ichi Satoh, Xinguo Yu, Rainer Lienhart
2015	A	`conf`	Key-Pose Prediction in Cyclic Human Motion. WACV Dan Zecha, Rainer Lienhart
2015	J	`jnl`	Key-Pose Prediction in Cyclic Human Motion. CoRR Dan Zecha, Rainer Lienhart
2015	A	`conf`	Norm-Induced Entropies for Decision Forests. WACV Christoph Lassner, Rainer Lienhart
2015	A*	`conf`	On the Benefit of Synthetic Data for Company Logo Detection. ACM Multimedia Christian Eggert, Anton Winschel, Rainer Lienhart
2015	A*	`conf`	The fertilized forests Decision Forest Library. ACM Multimedia Christoph Lassner, Rainer Lienhart
2014	J	`jnl`	A survey on visual adult image recognition. Multim. Tools Appl. Christian X. Ries, Rainer Lienhart
2014	C	`conf`	Automatic object annotation from weakly labeled data with latent structured SVM. CBMI Christian X. Ries, Fabian Richter, Stefan Romberg, Rainer Lienhart
2014	—	`conf`	Evaluation of Discriminative Models for the Reconstruction of Hand-Torn Documents. ACCV (3) Fabian Richter, Christian X. Ries, Rainer Lienhart
2014	B	`conf`	Improving VLAD: Hierarchical coding and a refined local coordinate system. ICIP Christian Eggert, Stefan Romberg, Rainer Lienhart
2014	A	`conf`	Partial contour matching for document pieces with content-based prior. ICME Fabian Richter, Christian X. Ries, Stefan Romberg, Rainer Lienhart
2013	J	`jnl`	Bundle min-Hashing. Int. J. Multim. Inf. Retr. Stefan Romberg, Rainer Lienhart
2013	B	`conf`	Bundle min-hashing for logo recognition. ICMR Stefan Romberg, Rainer Lienhart
2013	J	`jnl`	Introduction to the special section on the 20 ACM Trans. Multim. Comput. Commun. Appl. Klara Nahrstedt, Rainer Lienhart, Malcolm Slaney
2013	J	`jnl`	Learning to Reassemble Shredded Documents. IEEE Trans. Multim. Fabian Richter, Christian X. Ries, Nicolas Cebron, Rainer Lienhart
2013	—	`conf`	Methods and Applications for Distance Based ANN Training. ICMLA (2) Christoph Lassner, Rainer Lienhart
2013	B	`conf`	Towards automatic object annotations from global image labels. ICMR Christian X. Ries, Fabian Richter, Rainer Lienhart
2012	J	`jnl`	"I can tell you what it's not": active learning from counterexamples. Prog. Artif. Intell. Nicolas Cebron, Fabian Richter, Rainer Lienhart
2012	—	`conf`	Decision Tree Induction from Counterexamples. ICPRAM (2) Nicolas Cebron, Fabian Richter, Rainer Lienhart
2012	B	`conf`	Deriving a discriminative color model for a given object class from weakly labeled training data. ICMR Christian X. Ries, Rainer Lienhart
2012	A*	`conf`	Learning an object class representation on a continuous viewsphere. CVPR Johannes Schels, Joerg Liebelt, Rainer Lienhart
2012	J	`jnl`	Leveraging community metadata for multimodal image ranking. Multim. Tools Appl. Fabian Richter, Stefan Romberg, Eva Hörster, Rainer Lienhart
2012	J	`jnl`	Multimodal Image Retrieval - Fusing modalities with multilayer multimodal pLSA. Int. J. Multim. Inf. Retr. Stefan Romberg, Rainer Lienhart, Eva Hörster
2012	—	`conf`	Robust Feature Bundling. PCM Stefan Romberg, Moritz August, Christian X. Ries, Rainer Lienhart
2012	—	`conf`	Swimmer detection and pose estimation for continuous stroke-rate determination. Multimedia on Mobile Devices / Multimedia Content Access: Algorithms and Systems Dan Zecha, Thomas Greif, Rainer Lienhart
2012	—	`ed.`	The 4th International Conference on Internet Multimedia Computing and Service, ICIMCS '12, Wuhan, China, September 9-11, 2012 ICIMCS Xinguo Yu, Rainer Lienhart, Zheng-Jun Zha, Yan Liu, Shin'ichi Satoh
2011	A	`conf`	A graph algorithmic framework for the assembly of shredded documents. ICME Fabian Richter, Christian X. Ries, Rainer Lienhart
2011	A	`conf`	Building a semantic part-based object class detector from synthetic 3D models. ICME Johannes Schels, Jörg Liebelt, Klaus Schertler, Rainer Lienhart
2011	A	`conf`	Monocular 3D human pose estimation by classification. ICME Thomas Greif, Rainer Lienhart, Debabrata Sengupta
2011	B	`conf`	Scalable logo recognition in real-world images. ICMR Stefan Romberg, Lluis Garcia Pueyo, Rainer Lienhart, Roelof van Zwol
2011	—	`conf`	Self-calibrating 3D context for retrieving people with luggage. ICCV Workshops Johannes Schels, Joerg Liebelt, Rainer Lienhart
2011	B	`conf`	Synthetically trained multi-view object class and viewpoint detection for advanced image retrieval. ICMR Johannes Schels, Jörg Liebelt, Klaus Schertler, Rainer Lienhart
2011	A*	`conf`	Towards synergy between the open source and the research multimedia communities. ACM Multimedia Pablo César, Wei Tsang Ooi, Ben Moskowitz, Zohar Babin, Dick C. A. Bulterman, Rainer Lienhart, Robert Richter
2010	—	`conf`	A kinematic model for Bayesian tracking of cyclic human motion. Visual Information Processing and Communication Thomas Greif, Rainer Lienhart
2010	—	`conf`	Automatic pose initialization of swimmers in videos. Visual Information Processing and Communication Christian X. Ries, Rainer Lienhart
2010	—	`ch.`	Mining TV Broadcasts 24/7 for Recurring Video Sequences. Video Search and Mining Ina Döhring, Rainer Lienhart
2010	—	`conf`	Multimodal ranking for image search on community databases. Multimedia Information Retrieval Fabian Richter, Stefan Romberg, Eva Hörster, Rainer Lienhart
2010	A	`conf`	Towards universal visual vocabularies. ICME Christian X. Ries, Stefan Romberg, Rainer Lienhart
2009	A	`conf`	Filtering adult image content with topic models. ICME Rainer Lienhart, Rudolf Hauke
2009	—	`conf`	Mining TV broadcasts for recurring video sequences. CIVR Ina Döhring, Rainer Lienhart
2009	—	`conf`	Multilayer pLSA for multimodal image retrieval. CIVR Rainer Lienhart, Stefan Romberg, Eva Hörster
2009	A	`conf`	Multimodal pLSA on visual features and tags. ICME Stefan Romberg, Eva Hörster, Rainer Lienhart
2009	A	`conf`	Note onset detection for the transcription of polyphonic piano music. ICME C. Gregor v. d. Boogaart, Rainer Lienhart
2009	—	`ch.`	Optimal Placement of Multiple Visual Sensors. Multi-Camera Networks Eva Hörster, Rainer Lienhart
2008	—	`conf`	Comparing Local Feature Descriptors in pLSA-Based Image Models. DAGM-Symposium Eva Hörster, Thomas Greif, Rainer Lienhart, Malcolm Slaney
2008	—	`conf`	Continuous visual vocabulary modelsfor pLSA-based scene recognition. CIVR Eva Hörster, Rainer Lienhart, Malcolm Slaney
2008	A*	`conf`	Deep networks for image retrieval on large-scale databases. ACM Multimedia Eva Hörster, Rainer Lienhart
2008	—	`conf`	Future directions in multimedia retrieval: : impact of new technology. CIVR Aidong Zhang, Shih-Fu Chang, Arif Ghafoor, Thomas S. Huang, Ramesh C. Jain, Rainer Lienhart
2007	A*	`conf`	Fusing Local Image Descriptors for Large-Scale Image Retrieval. CVPR Eva Hörster, Rainer Lienhart
2007	—	`conf`	Image retrieval on large-scale image databases. CIVR Eva Hörster, Rainer Lienhart, Malcolm Slaney
2007	—	`conf`	New challenges in multimedia research for the increasingly connected and fast growing digital society. Multimedia Information Retrieval Jia Li, Shih-Fu Chang, Michael Lesk, Rainer Lienhart, Jiebo Luo, Arnold W. M. Smeulders
2007	—	`conf`	PLSA on Large Scale Image Databases. ICASSP (4) Rainer Lienhart, Malcolm Slaney
2007	A*	`ed.`	Proceedings of the 15th International Conference on Multimedia 2007, Augsburg, Germany, September 24-29, 2007 ACM Multimedia Rainer Lienhart, Anand R. Prasad, Alan Hanjalic, Sunghyun Choi, Brian P. Bailey, Nicu Sebe
2006	A	`conf`	Approximating Optimal Visual Sensor Placement. ICME Eva Hörster, Rainer Lienhart
2006	J	`jnl`	Calibrating and optimizing poses of visual sensors in distributed platforms. Multim. Syst. Eva Hörster, Rainer Lienhart
2006	—	`conf`	Fast Gabor Transformation For Processing High Quality Audio. ICASSP (3) C. Gregor v. d. Boogaart, Rainer Lienhart
2006	—	`conf`	On the optimal placement of multiple visual sensors. VSSN@MM Eva Hörster, Rainer Lienhart
2005	—	`conf`	Algorithm competition. VSSN@MM Rainer Lienhart
2005	—	`conf`	Calibration of visual sensors and actuators in distributed computing platforms. VSSN@MM Eva Hörster, Rainer Lienhart, Walter Kellermann, Jean-Yves Bouguet
2005	J	`jnl`	Position calibration of microphones and loudspeakers in distributed computing platforms. IEEE Trans. Speech Audio Process. Vikas C. Raykar, Igor Kozintsev, Rainer Lienhart
2005	A	`conf`	Precise Visibility Determination of Displays in Camera Images. ICME Eva Hörster, Rainer Lienhart, Walter Kellermann, Jean-Yves Bouguet
2005	—	`ed.`	Storage and Retrieval Methods and Applications for Multimedia 2005, San Jose, CA, USA, January 18, 2005 Storage and Retrieval Methods and Applications for Multimedia Rainer Lienhart, Noboru Babaguchi, Edward Y. Chang
2004	A*	`conf`	Between context-aware media capture and multimedia content analysis: where do we find the promised land? ACM Multimedia Susanne Boll, Dick C. A. Bulterman, Ramesh C. Jain, Tat-Seng Chua, Rainer Lienhart, Lynn Wilcox, Marc Davis, Svetha Venkatesh
2004	—	`conf`	Distributed array of synchronized sensors and actuators. EUSIPCO Dmitry Budnikov, Igor Chikalov, Igor Kozintsev, Rainer Lienhart
2004	A*	`ed.`	Proceedings of the 12th ACM International Conference on Multimedia, New York, NY, USA, October 10-16, 2004 ACM Multimedia Henning Schulzrinne, Nevenka Dimitrova, Martina Angela Sasse, Sue B. Moon, Rainer Lienhart
2004	—	`conf`	Providing common I/O clock for wireless distributed platforms. ICASSP (3) Dmitry Budnikov, Igor Chikalov, Sergey Egorychev, Igor Kozintsev, Rainer Lienhart
2004	—	`conf`	Research issues in video surveillance. VSSN@MM Rainer Lienhart
2004	A	`conf`	Self-aware distributed AV sensor and actuator networks for improved media adaptation. ICME Rainer Lienhart, Igor Kozintsev
2004	—	`ed.`	Storage and Retrieval Methods and Applications for Multimedia 2004, San Jose, CA, USA, January 20, 2004 Storage and Retrieval Methods and Applications for Multimedia Minerva M. Yeung, Rainer Lienhart, Chung-Sheng Li
2004	—	`conf`	Synchronization of acoustic sensors for distributed ad-hoc audio networks and its use for blind source separation. ISMSE Stefan Wehr, Igor Kozintsev, Rainer Lienhart, Walter Kellermann
2003	A	`conf`	A detector tree of boosted classifiers for real-time object detection and tracking. ICME Rainer Lienhart, Luhong Liang, Alexander Kuranov
2003	—	`conf`	Empirical Analysis of Detection Cascades of Boosted Classifiers for Rapid Object Detection. DAGM-Symposium Rainer Lienhart, Alexander Kuranov, Vadim Pisarevsky
2003	A	`conf`	Exploring the Use of Hyper-Threading Technology for Multimedia Applications with Intel® OpenMP* Compiler. IPDPS Xinmin Tian, Yen-Kuang Chen, Milind Girkar, Steven Ge, Rainer Lienhart, Sanjiv Shah
2003	—	`conf`	Multimedia technology infrastructure for emerging peer-to-peer applications and services. Storage and Retrieval for Media Databases Rainer Lienhart, Matthew J. Holliman, Yen-Kuang Chen, Igor Kozintsev, Minerva M. Yeung
2003	—	`conf`	On the importance of exact synchronization for distributed audio signal processing. ICASSP (4) Rainer Lienhart, Igor Kozintsev, Stefan Wehr, Minerva M. Yeung
2003	A*	`conf`	Position calibration of audio sensors and actuators in a distributed computing platform. ACM Multimedia Vikas C. Raykar, Igor Kozintsev, Rainer Lienhart
2003	—	`ed.`	Storage and Retrieval for Media Databases 2003, Santa Clara, CA, USA, January 22, 2003 Storage and Retrieval for Media Databases Minerva M. Yeung, Rainer Lienhart, Chung-Sheng Li
2003	A*	`conf`	Universal synchronization scheme for distributed audio-video capture on heterogeneous computing platforms. ACM Multimedia Rainer Lienhart, Igor Kozintsev, Stefan Wehr
2002	—	`conf`	A fast method for training support vector machines with a very large set of linear features. ICME (1) Jochen Maydt, Rainer Lienhart
2002	—	`conf`	An extended set of Haar-like features for rapid object detection. ICIP (1) Rainer Lienhart, Jochen Maydt
2002	—	`conf`	Automatic classification of images on the Web. Storage and Retrieval for Media Databases Alexander Hartmann, Rainer Lienhart
2002	J	`jnl`	Classifying images on the web automatically. J. Electronic Imaging Rainer Lienhart, Alexander Hartmann
2002	B	`conf`	Evaluating and Improving Performance of Multimedia Applications on Simultaneous Multi-Threading. ICPADS Yen-Kuang Chen, Eric Debes, Rainer Lienhart, Matthew J. Holliman, Minerva M. Yeung
2002	J	`jnl`	Improving Media Services on P2P Networks. IEEE Internet Comput. Rainer Lienhart, Matthew J. Holliman, Yen-Kuang Chen, Igor Kozintsev, Minerva M. Yeung
2002	J	`jnl`	Localizing and segmenting text in images and videos. IEEE Trans. Circuits Syst. Video Technol. Rainer Lienhart, Axel Wernicke
2002	—	`ed.`	Storage and Retrieval for Media Databases 2002, San Jose, CA, USA, January 23, 2002 Storage and Retrieval for Media Databases Minerva M. Yeung, Chung-Sheng Li, Rainer Lienhart
2002	—	`conf`	The Impact of SMT/SMP Designs on Multimedia Software Engineering - A Workload Analysis Study. ISMSE Yen-Kuang Chen, Rainer Lienhart, Eric Debes, Matthew J. Holliman, Minerva M. Yeung
2001	—	`conf`	A system for reliable dissolve detection in videos. ICIP (3) Rainer Lienhart, André Zaccarin
2001	J	`jnl`	Guest Editorial: Special Section on Storage, Processing, and Retrieval of Digital Media. J. Electronic Imaging Minerva M. Yeung, Chung-Sheng Li, Rainer Lienhart, Boon-Lock Yeo
2001	J	`jnl`	Reliable Transition Detection in Videos: A Survey and Practitioner's Guide. Int. J. Image Graph. Rainer Lienhart
2001	—	`conf`	Reliable dissolve detection. Storage and Retrieval for Media Databases Rainer Lienhart
2001	J	`jnl`	Scene Determination Based on Video and Audio Features. Multim. Tools Appl. Silvia Pfeiffer, Rainer Lienhart, Wolfgang Effelsberg
2001	—	`ed.`	Storage and Retrieval for Media Databases 2001, San Jose, CA, USA, January 24, 2001 Storage and Retrieval for Media Databases Minerva M. Yeung, Chung-Sheng Li, Rainer Lienhart
2000	J	`jnl`	Automatic Text Segmentation and Text Recognition for Video Indexing. Multim. Syst. Rainer Lienhart, Wolfgang Effelsberg
2000	—	`conf`	Dynamic video summarization of home video. Storage and Retrieval for Media Databases Rainer Lienhart
2000	A	`conf`	On the Segmentation of Text in Videos. IEEE International Conference on Multimedia and Expo (III) Axel Wernicke, Rainer Lienhart
2000	—	`conf`	Text Localization and Text Segmentation in Images, Videos and Web Pages. DAGM-Symposium Axel Wernicke, Rainer Lienhart
1999	A*	`conf`	Abstracting home video automatically. ACM Multimedia (2) Rainer Lienhart
1999	—	`conf`	Comparison of automatic shot boundary detection algorithms. Storage and Retrieval for Image and Video Databases (SPIE) Rainer Lienhart
1999	—	`conf`	Scene Determination Based on Video and Audio Features. ICMCS, Vol. 1 Rainer Lienhart, Silvia Pfeiffer, Wolfgang Effelsberg
1999	J	`jnl`	VisualGREP: A Systematic Method to Compare and Retrieve Video Sequences. Multim. Tools Appl. Rainer Lienhart, Wolfgang Effelsberg, Ramesh C. Jain
1998	—	`conf`	The MoCA Project - Movie Content Analysis Research at the University of Mannheim. GI Jahrestagung Silvia Pfeiffer, Rainer Lienhart, Gerald Kühne, Wolfgang Effelsberg
1998	—	`—`	Verfahren zur Inhaltsanalyse, zur Indizierung und zum Vergleich von digitalen Videosequenzen. Rainer Lienhart
1998	—	`conf`	VisualGREP: A Systematic Method to Compare and Retrieve Video Sequences. Storage and Retrieval for Image and Video Databases (SPIE) Rainer Lienhart, Wolfgang Effelsberg, Ramesh C. Jain
1997	—	`conf`	Aufspüren und Erkennen von Werbung in laufenden Fernsehsendungen. DAGM-Symposium Rainer Lienhart, Christoph Kuhmünch, Wolfgang Effelsberg
1997	—	`conf`	On the Detection and Recognition of Television Commercials. ICMCS Rainer Lienhart, Christoph Kuhmünch, Wolfgang Effelsberg
1997	J	`jnl`	Video Abstracting. Commun. ACM Rainer Lienhart, Silvia Pfeiffer, Wolfgang Effelsberg
1996	J	`jnl`	Abstracting Digital Movies Automatically. J. Vis. Commun. Image Represent. Silvia Pfeiffer, Rainer Lienhart, Stephan Fischer, Wolfgang Effelsberg
1996	A*	`conf`	Automatic Text Recognition for Video Indexing. ACM Multimedia Rainer Lienhart
1996	—	`conf`	The MoCA Workbench: Support for Creativity in Movie Content Analysis. ICMCS Rainer Lienhart, Silvia Pfeiffer, Wolfgang Effelsberg
1995	A*	`conf`	Automatic Recognition of Film Genres (Demonstration). ACM Multimedia Stephan Fischer, Rainer Lienhart, Wolfgang Effelsberg
1995	A*	`conf`	Automatic Recognition of Film Genres. ACM Multimedia Stephan Fischer, Rainer Lienhart, Wolfgang Effelsberg