Rainer Lienhart

Computer Science · Physical Sciences

38h-index9.6kcitations273works1.02yr avg
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Research Topics

Advanced Image and Video Retrieval Techniques(73), Video Analysis and Summarization(67), Image Retrieval and Classification Techniques(54), Human Pose and Action Recognition(38), Multimodal Machine Learning Applications(31)

Publications273 total

Transforming Vehicle Diagnostics: A Multimodal Approach to Error Patterns Prediction
arXiv (Cornell University)·2026Open Access
TRACE: Scalable Amortized Causal Discovery from Single Sequences via Autoregressive Density Estimation
ArXiv.org·2026Open Access
Transforming Vehicle Diagnostics: A Multimodal Approach to Error Patterns Prediction
ArXiv.org·2026Open Access
TRACE: Scalable Amortized Causal Discovery from Single Sequences via Autoregressive Density Estimation
arXiv (Cornell University)·2026Open Access
Uplifting Table Tennis: A Robust, Real-World Application for 3D Trajectory and Spin Estimation
ArXiv.org·2025Open Access
8th ACM International Workshop on Multimedia Content Analysis in Sports (ACM MMSports'25)
2025
MMMS: Multi-Modal Multi-Surface Interactive Segmentation
2025
On the Importance of Conditioning for Privacy-Preserving Data Augmentation
2025
CoPa-SG: Dense Scene Graphs with Parametric and Proto-Relations
2025
Extraction of spatially confined small-scale waves from high-resolution all-sky airglow images based on machine learning
2025Open Access
One-Shot Multi-Label Causal Discovery in High-Dimensional Event Sequences
arXiv (Cornell University)·2025Open Access
Towards Practical Multi-label Causal Discovery in High-Dimensional Event Sequences via One-Shot Graph Aggregation
arXiv (Cornell University)·2025Open Access
MMMS: Multi-Modal Multi-Surface Interactive Segmentation
arXiv (Cornell University)·2025Open Access
HOIverse: A Synthetic Scene Graph Dataset with Human Object Interactions
2025· 1 cited
CoPa-SG: Dense Scene Graphs with Parametric and Proto-Relations
arXiv (Cornell University)·2025Open Access
HOIverse: A Synthetic Scene Graph Dataset With Human Object Interactions
arXiv (Cornell University)·2025Open Access
Efficient 2D to Full 3D Human Pose Uplifting Including Joint Rotations
2025· 1 cited
Leveraging Anthropometric Measurements to Improve Human Mesh Estimation and Ensure Consistent Body Shapes
2025
Towards Ball Spin and Trajectory Analysis in Table Tennis Broadcast Videos via Physically Grounded Synthetic-to-Real Transfer
2025· 1 cited
Towards Ball Spin and Trajectory Analysis in Table Tennis Broadcast Videos via Physically Grounded Synthetic-to-Real Transfer
arXiv (Cornell University)·2025Open Access
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Frequent Co-authors

Wolfgang Effelsberg(7), Eva Hörster(6), I. Kozintsev(5), Stefan Romberg(4), Moritz Einfalt(4), Silvia Pfeiffer(3), Christian Eggert(3), Dan Zecha(3), Alexander Kuranov(2), A. Wernicke(2), Stephan Fischer(2), Vikas C. Raykar(2), Anton Winschel(2), Malcolm Slaney(2), Katja Ludwig(2), Christian X. Ries(2), Ramesh Jain(2), Stefan Wehr(2), Fabian Richter(2), Jochen Maydt(1)