CVPR 2025 Open Access Repository

11th IEEE International Workshop on Computer Vision in Sports

Domain Adaptation of VLM for Soccer Video Understanding: Tiancheng Jiang,

Henry Wang,

Md Sirajus Salekin,

Parmida Atighehchian,

Shinan Zhang; [pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Jiang_2025_CVPR, author = {Jiang, Tiancheng and Wang, Henry and Salekin, Md Sirajus and Atighehchian, Parmida and Zhang, Shinan}, title = {Domain Adaptation of VLM for Soccer Video Understanding}, booktitle = {Proceedings of the Computer Vision and Pattern Recognition Conference (CVPR) Workshops}, month = {June}, year = {2025}, pages = {6111-6121} }
Single-Stage Uncertainty-Aware Jersey Number Recognition in Soccer: Łukasz Grad; [pdf] [supp]
[bibtex]
@InProceedings{Grad_2025_CVPR, author = {Grad, {\L}ukasz}, title = {Single-Stage Uncertainty-Aware Jersey Number Recognition in Soccer}, booktitle = {Proceedings of the Computer Vision and Pattern Recognition Conference (CVPR) Workshops}, month = {June}, year = {2025}, pages = {6102-6110} }
SoccerNet-v3D: Leveraging Sports Broadcast Replays for 3D Scene Understanding: Marc Gutiérrez-Pérez,

Antonio Agudo; [pdf]
[bibtex]
@InProceedings{Gutierrez-Perez_2025_CVPR, author = {Guti\'errez-P\'erez, Marc and Agudo, Antonio}, title = {SoccerNet-v3D: Leveraging Sports Broadcast Replays for 3D Scene Understanding}, booktitle = {Proceedings of the Computer Vision and Pattern Recognition Conference (CVPR) Workshops}, month = {June}, year = {2025}, pages = {5978-5987} }
SportMamba: Adaptive Non-Linear Multi-Object Tracking with State Space Models for Team Sports: Dheeraj Khanna,

Jerrin Bright,

Yuhao Chen,

John Zelek; [pdf] [arXiv]
[bibtex]
@InProceedings{Khanna_2025_CVPR, author = {Khanna, Dheeraj and Bright, Jerrin and Chen, Yuhao and Zelek, John}, title = {SportMamba: Adaptive Non-Linear Multi-Object Tracking with State Space Models for Team Sports}, booktitle = {Proceedings of the Computer Vision and Pattern Recognition Conference (CVPR) Workshops}, month = {June}, year = {2025}, pages = {6143-6153} }
Efficient 2D to Full 3D Human Pose Uplifting including Joint Rotations: Katja Ludwig,

Yuliia Oksymets,

Robin Schön,

Daniel Kienzle,

Rainer Lienhart; [pdf]
[bibtex]
@InProceedings{Ludwig_2025_CVPR, author = {Ludwig, Katja and Oksymets, Yuliia and Sch\"on, Robin and Kienzle, Daniel and Lienhart, Rainer}, title = {Efficient 2D to Full 3D Human Pose Uplifting including Joint Rotations}, booktitle = {Proceedings of the Computer Vision and Pattern Recognition Conference (CVPR) Workshops}, month = {June}, year = {2025}, pages = {5852-5861} }
Towards fine-grained spatial control for soccer game image generation: Amadou S. Sangare,

Adrien Maglo,

Baptiste Engel,

Mohamed Chaouch; [pdf] [supp]
[bibtex]
@InProceedings{Sangare_2025_CVPR, author = {Sangare, Amadou S. and Maglo, Adrien and Engel, Baptiste and Chaouch, Mohamed}, title = {Towards fine-grained spatial control for soccer game image generation}, booktitle = {Proceedings of the Computer Vision and Pattern Recognition Conference (CVPR) Workshops}, month = {June}, year = {2025}, pages = {5957-5966} }
Polar Coordinate-Based 2D Pose Prior with Neural Distance Field: Qi Gan,

Sao Mai Nguyen,

Eric Fenaux,

Stephan Clémençon,

Mounim El Yacoubi; [pdf] [arXiv]
[bibtex]
@InProceedings{Gan_2025_CVPR, author = {Gan, Qi and Nguyen, Sao Mai and Fenaux, Eric and Cl\'emen\c{c}on, Stephan and El Yacoubi, Mounim}, title = {Polar Coordinate-Based 2D Pose Prior with Neural Distance Field}, booktitle = {Proceedings of the Computer Vision and Pattern Recognition Conference (CVPR) Workshops}, month = {June}, year = {2025}, pages = {6154-6162} }
FineCausal: A Causal-Based Framework for Interpretable Fine-Grained Action Quality Assessment: Ruisheng Han,

Kanglei Zhou,

Amir Atapour-Abarghouei,

Xiaohui Liang,

Hubert P. H. Shum; [pdf] [arXiv]
[bibtex]
@InProceedings{Han_2025_CVPR, author = {Han, Ruisheng and Zhou, Kanglei and Atapour-Abarghouei, Amir and Liang, Xiaohui and Shum, Hubert P. H.}, title = {FineCausal: A Causal-Based Framework for Interpretable Fine-Grained Action Quality Assessment}, booktitle = {Proceedings of the Computer Vision and Pattern Recognition Conference (CVPR) Workshops}, month = {June}, year = {2025}, pages = {6018-6027} }
No Train Yet Gain: Towards Generic Multi-Object Tracking in Sports and Beyond: Tomasz Stanczyk,

Seongro Yoon,

Francois Bremond; [pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Stanczyk_2025_CVPR, author = {Stanczyk, Tomasz and Yoon, Seongro and Bremond, Francois}, title = {No Train Yet Gain: Towards Generic Multi-Object Tracking in Sports and Beyond}, booktitle = {Proceedings of the Computer Vision and Pattern Recognition Conference (CVPR) Workshops}, month = {June}, year = {2025}, pages = {6039-6048} }
VNL-STES: A Benchmark Dataset and Model for Spatiotemporal Event Spotting in Volleyball Analytics: Hoang Nguyen,

Ankhzaya Jamsrandorj,

Vanyi Chao,

Yin May Oo,

Muhammad Amrulloh Robbani,

Kyung-Ryoul Mun,

Jinwook Kim; [pdf]
[bibtex]
@InProceedings{Nguyen_2025_CVPR, author = {Nguyen, Hoang and Jamsrandorj, Ankhzaya and Chao, Vanyi and Oo, Yin May and Robbani, Muhammad Amrulloh and Mun, Kyung-Ryoul and Kim, Jinwook}, title = {VNL-STES: A Benchmark Dataset and Model for Spatiotemporal Event Spotting in Volleyball Analytics}, booktitle = {Proceedings of the Computer Vision and Pattern Recognition Conference (CVPR) Workshops}, month = {June}, year = {2025}, pages = {5862-5871} }
Leveraging Anthropometric Measurements to Improve Human Mesh Estimation and Ensure Consistent Body Shapes: Katja Ludwig,

Julian Lorenz,

Daniel Kienzle,

Tuan Bui,

Rainer Lienhart; [pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Ludwig_2025_CVPR, author = {Ludwig, Katja and Lorenz, Julian and Kienzle, Daniel and Bui, Tuan and Lienhart, Rainer}, title = {Leveraging Anthropometric Measurements to Improve Human Mesh Estimation and Ensure Consistent Body Shapes}, booktitle = {Proceedings of the Computer Vision and Pattern Recognition Conference (CVPR) Workshops}, month = {June}, year = {2025}, pages = {5872-5881} }
GST: Precise 3D Human Body from a Single Image with Gaussian Splatting Transformers: Lorenza Prospero,

Abdullah Hamdi,

Joao F. Henriques,

Christian Rupprecht; [pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Prospero_2025_CVPR, author = {Prospero, Lorenza and Hamdi, Abdullah and Henriques, Joao F. and Rupprecht, Christian}, title = {GST: Precise 3D Human Body from a Single Image with Gaussian Splatting Transformers}, booktitle = {Proceedings of the Computer Vision and Pattern Recognition Conference (CVPR) Workshops}, month = {June}, year = {2025}, pages = {6007-6017} }
Towards Ball Spin and Trajectory Analysis in Table Tennis Broadcast Videos via Physically Grounded Synthetic-to-Real Transfer: Daniel Kienzle,

Robin Schön,

Rainer Lienhart,

Shin'Ichi Satoh; [pdf] [supp]
[bibtex]
@InProceedings{Kienzle_2025_CVPR, author = {Kienzle, Daniel and Sch\"on, Robin and Lienhart, Rainer and Satoh, Shin'Ichi}, title = {Towards Ball Spin and Trajectory Analysis in Table Tennis Broadcast Videos via Physically Grounded Synthetic-to-Real Transfer}, booktitle = {Proceedings of the Computer Vision and Pattern Recognition Conference (CVPR) Workshops}, month = {June}, year = {2025}, pages = {5842-5851} }
Virtual Pose Coach: A Motion-Retargeting Approach for Pose Training: Tzu-Chun Chiu,

Ming-Han Lee,

Kun-Ru Wu,

Yu-Shuen Wang,

Yu-Chee Tseng; [pdf] [supp]
[bibtex]
@InProceedings{Chiu_2025_CVPR, author = {Chiu, Tzu-Chun and Lee, Ming-Han and Wu, Kun-Ru and Wang, Yu-Shuen and Tseng, Yu-Chee}, title = {Virtual Pose Coach: A Motion-Retargeting Approach for Pose Training}, booktitle = {Proceedings of the Computer Vision and Pattern Recognition Conference (CVPR) Workshops}, month = {June}, year = {2025}, pages = {5926-5934} }
From Broadcast to Minimap: Achieving State-of-the-Art SoccerNet Game State Reconstruction: Vladimir Golovkin,

Nikolay Nemtsev,

Vasyl Shandyba,

Oleg Udin,

Nikita Kasatkin,

Pavel Kononov,

Anton Afanasiev,

Sergey Ulasen,

Andrei Boiarov; [pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Golovkin_2025_CVPR, author = {Golovkin, Vladimir and Nemtsev, Nikolay and Shandyba, Vasyl and Udin, Oleg and Kasatkin, Nikita and Kononov, Pavel and Afanasiev, Anton and Ulasen, Sergey and Boiarov, Andrei}, title = {From Broadcast to Minimap: Achieving State-of-the-Art SoccerNet Game State Reconstruction}, booktitle = {Proceedings of the Computer Vision and Pattern Recognition Conference (CVPR) Workshops}, month = {June}, year = {2025}, pages = {6028-6038} }
Action Anticipation from SoccerNet Football Video Broadcasts: Mohamad Dalal,

Artur Xarles,

Anthony Cioppa,

Silvio Giancola,

Marc Van Droogenbroeck,

Bernard Ghanem,

Albert Clapés,

Sergio Escalera,

Thomas B. Moeslund; [pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Dalal_2025_CVPR, author = {Dalal, Mohamad and Xarles, Artur and Cioppa, Anthony and Giancola, Silvio and Van Droogenbroeck, Marc and Ghanem, Bernard and Clap\'es, Albert and Escalera, Sergio and Moeslund, Thomas B.}, title = {Action Anticipation from SoccerNet Football Video Broadcasts}, booktitle = {Proceedings of the Computer Vision and Pattern Recognition Conference (CVPR) Workshops}, month = {June}, year = {2025}, pages = {6080-6091} }
Towards Unconstrained 2D Pose Estimation of the Human Spine: Muhammad Saif Ullah Khan,

Stephan Krauß,

Didier Stricker; [pdf] [supp]
[bibtex]
@InProceedings{Khan_2025_CVPR, author = {Khan, Muhammad Saif Ullah and Krau{\ss}, Stephan and Stricker, Didier}, title = {Towards Unconstrained 2D Pose Estimation of the Human Spine}, booktitle = {Proceedings of the Computer Vision and Pattern Recognition Conference (CVPR) Workshops}, month = {June}, year = {2025}, pages = {6172-6181} }
Skor-xG: SKeleton-ORiented Expected Goal Estimation in Soccer: Yizhou Xu,

Lars Bretzner,

Tiesheng Wang,

Atsuto Maki; [pdf] [supp]
[bibtex]
@InProceedings{Xu_2025_CVPR, author = {Xu, Yizhou and Bretzner, Lars and Wang, Tiesheng and Maki, Atsuto}, title = {Skor-xG: SKeleton-ORiented Expected Goal Estimation in Soccer}, booktitle = {Proceedings of the Computer Vision and Pattern Recognition Conference (CVPR) Workshops}, month = {June}, year = {2025}, pages = {5967-5977} }
TT3D: Table Tennis 3D Reconstruction: Thomas Gossard,

Andreas Ziegler,

Andreas Zell; [pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Gossard_2025_CVPR, author = {Gossard, Thomas and Ziegler, Andreas and Zell, Andreas}, title = {TT3D: Table Tennis 3D Reconstruction}, booktitle = {Proceedings of the Computer Vision and Pattern Recognition Conference (CVPR) Workshops}, month = {June}, year = {2025}, pages = {5821-5831} }
Jump-Aware: Player Position Rectification and Identification in Dynamic Sports Using Jump Event Spotting: Yin May Oo,

Ankhzaya Jamsrandorj,

Vanyi Chao,

Hoang Quoc Nguyen,

Yewon Hwang,

Kyung-Ryoul Mun,

Jinwook Kim; [pdf] [supp]
[bibtex]
@InProceedings{Oo_2025_CVPR, author = {Oo, Yin May and Jamsrandorj, Ankhzaya and Chao, Vanyi and Nguyen, Hoang Quoc and Hwang, Yewon and Mun, Kyung-Ryoul and Kim, Jinwook}, title = {Jump-Aware: Player Position Rectification and Identification in Dynamic Sports Using Jump Event Spotting}, booktitle = {Proceedings of the Computer Vision and Pattern Recognition Conference (CVPR) Workshops}, month = {June}, year = {2025}, pages = {5935-5944} }
Two Views Are Better than One: Monocular 3D Pose Estimation with Multiview Consistency: Christian Keilstrup Ingwersen,

Rasmus Tirsgaard,

Rasmus Nylander,

Janus Nortoft Jensen,

Anders Bjorholm Dahl,

Morten Rieger Hannemose; [pdf] [arXiv]
[bibtex]
@InProceedings{Ingwersen_2025_CVPR, author = {Ingwersen, Christian Keilstrup and Tirsgaard, Rasmus and Nylander, Rasmus and Jensen, Janus Nortoft and Dahl, Anders Bjorholm and Hannemose, Morten Rieger}, title = {Two Views Are Better than One: Monocular 3D Pose Estimation with Multiview Consistency}, booktitle = {Proceedings of the Computer Vision and Pattern Recognition Conference (CVPR) Workshops}, month = {June}, year = {2025}, pages = {5915-5925} }
An End-to-End Pipeline for Virtual Banner Replacement in Football Broadcasts: Victor Gaspar,

Anthony Cioppa,

Jan Held,

Silvio Giancola,

Marc Braham,

Adrien Deliège,

Bernard Ghanem,

Marc Van Droogenbroeck; [pdf]
[bibtex]
@InProceedings{Gaspar_2025_CVPR, author = {Gaspar, Victor and Cioppa, Anthony and Held, Jan and Giancola, Silvio and Braham, Marc and Deli\`ege, Adrien and Ghanem, Bernard and Van Droogenbroeck, Marc}, title = {An End-to-End Pipeline for Virtual Banner Replacement in Football Broadcasts}, booktitle = {Proceedings of the Computer Vision and Pattern Recognition Conference (CVPR) Workshops}, month = {June}, year = {2025}, pages = {5882-5893} }
Multi-person Physics-based Pose Estimation for Combat Sports: Hossein Feizollah Zadeh Khoiee,

David Labbe,

Thomas Romeas,

Jocelyn Faubert,

Sheldon Andrews; [pdf] [supp]
[bibtex]
@InProceedings{Khoiee_2025_CVPR, author = {Khoiee, Hossein Feizollah Zadeh and Labbe, David and Romeas, Thomas and Faubert, Jocelyn and Andrews, Sheldon}, title = {Multi-person Physics-based Pose Estimation for Combat Sports}, booktitle = {Proceedings of the Computer Vision and Pattern Recognition Conference (CVPR) Workshops}, month = {June}, year = {2025}, pages = {5832-5841} }
Ice Hockey Puck Localization Using Contextual Cues: Liam Salass,

Jerrin Bright,

Amir Nazemi,

Yuhao Chen,

John Zelek,

David Clausi; [pdf] [arXiv]
[bibtex]
@InProceedings{Salass_2025_CVPR, author = {Salass, Liam and Bright, Jerrin and Nazemi, Amir and Chen, Yuhao and Zelek, John and Clausi, David}, title = {Ice Hockey Puck Localization Using Contextual Cues}, booktitle = {Proceedings of the Computer Vision and Pattern Recognition Conference (CVPR) Workshops}, month = {June}, year = {2025}, pages = {6060-6069} }
The Way Up: A Dataset for Hold Usage Detection in Sport Climbing: Anna Maschek,

David C. Schedl; [pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Maschek_2025_CVPR, author = {Maschek, Anna and Schedl, David C.}, title = {The Way Up: A Dataset for Hold Usage Detection in Sport Climbing}, booktitle = {Proceedings of the Computer Vision and Pattern Recognition Conference (CVPR) Workshops}, month = {June}, year = {2025}, pages = {6163-6171} }
Pose-to-Pose: A New Task and Benchmark for Human Pose Transition in Yoga: Bhat Dittakavi,

Swarnim Maheshwari,

Vineeth N. Balasubramanian; [pdf]
[bibtex]
@InProceedings{Dittakavi_2025_CVPR, author = {Dittakavi, Bhat and Maheshwari, Swarnim and Balasubramanian, Vineeth N.}, title = {Pose-to-Pose: A New Task and Benchmark for Human Pose Transition in Yoga}, booktitle = {Proceedings of the Computer Vision and Pattern Recognition Conference (CVPR) Workshops}, month = {June}, year = {2025}, pages = {6092-6101} }
Human Mesh Reconstruction of Sports Players with Multiple Dynamic Cameras: Yamato Hokari,

Ryosuke Hori,

Hideo Saito; [pdf]
[bibtex]
@InProceedings{Hokari_2025_CVPR, author = {Hokari, Yamato and Hori, Ryosuke and Saito, Hideo}, title = {Human Mesh Reconstruction of Sports Players with Multiple Dynamic Cameras}, booktitle = {Proceedings of the Computer Vision and Pattern Recognition Conference (CVPR) Workshops}, month = {June}, year = {2025}, pages = {6049-6059} }
FieldMOT: A Field-Registered Multi-Object Tracking for Sports Videos: Hong-Qi Chen,

Chao-Chi Liao,

Yuan-Heng Sun,

Cheng-Kuan Lin,

Yu-Chee Tseng; [pdf] [supp]
[bibtex]
@InProceedings{Chen_2025_CVPR, author = {Chen, Hong-Qi and Liao, Chao-Chi and Sun, Yuan-Heng and Lin, Cheng-Kuan and Tseng, Yu-Chee}, title = {FieldMOT: A Field-Registered Multi-Object Tracking for Sports Videos}, booktitle = {Proceedings of the Computer Vision and Pattern Recognition Conference (CVPR) Workshops}, month = {June}, year = {2025}, pages = {5894-5904} }
AthletePose3D: A Benchmark Dataset for 3D Human Pose Estimation and Kinematic Validation in Athletic Movements: Calvin Yeung,

Tomohiro Suzuki,

Ryota Tanaka,

Zhuoer Yin,

Keisuke Fujii; [pdf] [arXiv]
[bibtex]
@InProceedings{Yeung_2025_CVPR, author = {Yeung, Calvin and Suzuki, Tomohiro and Tanaka, Ryota and Yin, Zhuoer and Fujii, Keisuke}, title = {AthletePose3D: A Benchmark Dataset for 3D Human Pose Estimation and Kinematic Validation in Athletic Movements}, booktitle = {Proceedings of the Computer Vision and Pattern Recognition Conference (CVPR) Workshops}, month = {June}, year = {2025}, pages = {5945-5956} }
Can Geometry Save Central Views for Sports Field Registration?: Floriane Magera,

Thomas Hoyoux,

Martin Castin,

Olivier Barnich,

Anthony Cioppa,

Marc Van Droogenbroeck; [pdf] [arXiv]
[bibtex]
@InProceedings{Magera_2025_CVPR, author = {Magera, Floriane and Hoyoux, Thomas and Castin, Martin and Barnich, Olivier and Cioppa, Anthony and Van Droogenbroeck, Marc}, title = {Can Geometry Save Central Views for Sports Field Registration?}, booktitle = {Proceedings of the Computer Vision and Pattern Recognition Conference (CVPR) Workshops}, month = {June}, year = {2025}, pages = {6070-6079} }
CaddieSet: A Golf Swing Dataset with Human Joint Features and Ball Information: Seunghyeon Jung,

Seoyoung Hong,

Jiwoo Jeong,

Seungwon Jeong,

Jaerim Choi,

Hoki Kim,

Woojin Lee; [pdf] [supp]
[bibtex]
@InProceedings{Jung_2025_CVPR, author = {Jung, Seunghyeon and Hong, Seoyoung and Jeong, Jiwoo and Jeong, Seungwon and Choi, Jaerim and Kim, Hoki and Lee, Woojin}, title = {CaddieSet: A Golf Swing Dataset with Human Joint Features and Ball Information}, booktitle = {Proceedings of the Computer Vision and Pattern Recognition Conference (CVPR) Workshops}, month = {June}, year = {2025}, pages = {5988-5996} }
Action Valuation in Sports: A Survey: Artur Xarles,

Sergio Escalera,

Thomas B. Moeslund,

Albert Clapés; [pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Xarles_2025_CVPR, author = {Xarles, Artur and Escalera, Sergio and Moeslund, Thomas B. and Clap\'es, Albert}, title = {Action Valuation in Sports: A Survey}, booktitle = {Proceedings of the Computer Vision and Pattern Recognition Conference (CVPR) Workshops}, month = {June}, year = {2025}, pages = {6132-6142} }
Sport Field Calibration with NeRF-guided Camera Optimization from a Single Image: Liang Fan,

Xiaoqian Liu,

Malcolm Roberts; [pdf]
[bibtex]
@InProceedings{Fan_2025_CVPR, author = {Fan, Liang and Liu, Xiaoqian and Roberts, Malcolm}, title = {Sport Field Calibration with NeRF-guided Camera Optimization from a Single Image}, booktitle = {Proceedings of the Computer Vision and Pattern Recognition Conference (CVPR) Workshops}, month = {June}, year = {2025}, pages = {5997-6006} }
Where Is The Ball: 3D Ball Trajectory Estimation From 2D Monocular Tracking: Puntawat Ponglertnapakorn,

Supasorn Suwajanakorn; [pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Ponglertnapakorn_2025_CVPR, author = {Ponglertnapakorn, Puntawat and Suwajanakorn, Supasorn}, title = {Where Is The Ball: 3D Ball Trajectory Estimation From 2D Monocular Tracking}, booktitle = {Proceedings of the Computer Vision and Pattern Recognition Conference (CVPR) Workshops}, month = {June}, year = {2025}, pages = {6122-6131} }
From Beats to Scores: A Multi-Modal Framework for Comprehensive Figure Skating Assessment: Fengshun Wang,

Qiurui Wang,

Dan Chen; [pdf]
[bibtex]
@InProceedings{Wang_2025_CVPR, author = {Wang, Fengshun and Wang, Qiurui and Chen, Dan}, title = {From Beats to Scores: A Multi-Modal Framework for Comprehensive Figure Skating Assessment}, booktitle = {Proceedings of the Computer Vision and Pattern Recognition Conference (CVPR) Workshops}, month = {June}, year = {2025}, pages = {5905-5914} }