Sports Video Analysis

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12 papers in the last four weeks, up 200% on the four weeks before. 0.1% of all new papers.

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  1. SoccerNet 2026 Player-Centric Ball Action Spotting: Per-Player Attention with Agreement-Based Ensembling

    Jun 23, 2026Faisal Altawijri, Ismail MathkourSports Video AnalysisVideo Action Recognition

    TAHAKOM

  2. CalTennis: Large Multi-View Tennis Video Dataset and Benchmark of Monocular-to-3D Pose Estimation

    Jun 18, 2026Ilona Demler, Xinran Xie, Blake Werner +2Sports Video Analysis3D Human Pose Estimation

    California Institute of Technology

  3. Multi-Task Tennis Stroke Biomechanics Analysis Using MediaPipe Pose

    Jun 14, 2026Jigyashman HazarikaHuman Activity RecognitionSports Video Analysis

    Department of Artificial Intelligence and Machine Learning, BMS Institute of Technology and Management, Bengaluru, India

  4. Monte Carlo Pass Search: Using Trajectory Generation for 3D Counterfactual Pass Evaluation in Football

    Jun 9, 2026Andrew Kang, Priya NarasimhanCounterfactual EvaluationMulti-Agent Trajectory Prediction

    Carnegie Mellon University · Pittsburgh, USA

  5. SoccerNet 2026 Player-Centric Ball-Action Spotting:Retraining and Post-Processing Extensions to the FOOTPASS Baselines

    Jun 8, 2026Parthsarthi RawatSports Video Analysis

    GameChanger by Dick’s Sporting Goods

  6. Intention Driven Identification of In-Possession Match Phases in Association Football through Temporal Graph Learning

    Jun 8, 2026Yuesen Li, Daniel LinkTemporal Action SegmentationTemporal GNNs

    Technical University of Munich, Experimental Exercise Science, Munich, Germany · Technical University of Munich, Munich Data Science Institute, Munich, Germany

  7. SVHighlights: Towards Extremely Long Sport Video Highlight Detection

    Jun 5, 2026Donggyu Lee, Youngbin Ki, Jeonghun Kang +1Sports Video AnalysisLong-Video Understanding

    Ulsan National Institute of Science and Technology Ulsan, Republic of Korea

  8. Hierarchical GRU with Input-Conditioned Slot Queries for Ball Action Anticipation

    Jun 2, 2026Parthsarthi RawatSports Video Analysis

    GameChanger by Dick’s Sporting Goods

  9. SMART: SMPLest-X Mesh Adaptation and RAFT Tracking for Soccer Pose Estimation

    May 29, 2026Parthsarthi RawatSports Video Analysis3D Human Pose Estimation

    GameChanger by Dick’s Sporting Goods

  10. SVI-Bench: A Dynamic Microworld for Strategic Video Intelligence

    May 29, 2026Yulu Pan, Han Yi, Seongsu Ha +4Sports Video AnalysisAI Agent Benchmarks

    University of North Carolina at Chapel Hill, Chapel Hill, NC, USA · Northeastern University, Boston, MA, USA

  11. Mesh-Aware Epipolar Matching for Multi-View Multi-Person 3D Pose Estimation in Basketball

    May 28, 2026Li Yin, Qin Haobin, Tomohiro Suzuki +3Multi-View Geometry3D Reconstruction

    Graduate School of Informatics, Nagoya University, Chikusa-ku, Nagoya, Aichi, Japan. · Department of Information Engineering, Faculty of Science and Technology, Keio University, Hiyoshi, Yokohama, Kanagawa, Japan. · RIKEN Center for Advanced Intelligence Project, 1-5, Yamadaoka, Suita, Osaka, Japan.

  12. Automated Estimation of Impact Time, Impact Location, and Shuttlecock Speed in Badminton Smashes Using Event Cameras

    May 27, 2026Yudai Washida, Yuto Kase, Kai Ishibe +2Sports Video Analysis

    MIZUNO Corporation, 1-12-35 Nanko-Kita, Suminoe-ku, Osaka-shi, Osaka 559-8510, Japan

  13. Event-based Batting Impact Estimation

    May 25, 2026Ryotaro Ishida, Wataru Ikeda, Ryosei Hara +3Event-Based VisionSports Video Analysis

    Keio University · NTT Communication Science Laboratories

  14. Decoupling Spatio-Temporal Adapter for Fine-Grained Badminton Action Localization

    May 22, 2026Tianyu Wang, Junjie Wu, Jingquan Gao +1Sports Video AnalysisTemporal Action Detection

    School of Economics and Management, Beihang University, Beijing 100191, China · Key Laboratory of Data Intelligence and Management, Beihang University, Ministry of Industry and Information Technology, Beijing 100191, China

  15. SoccerLens: Grounded Soccer Video Understanding Beyond Accuracy

    May 10, 2026Ismael Elsharkawi, Ahmed Sait, Silvio Giancola +3VLM EvaluationSports Video Analysis

    Department of Computer Science and Engineering, The American University in Cairo · Image And Visual Understanding Lab (IVUL), KAUST

  16. TemPose-TF-ASF: Two-Stage Bidirectional Stroke Context Fusion for Badminton Stroke Classification

    May 4, 2026Tzu-Yu Liu, Duan-Shin LeeSports Video AnalysisVideo Action Recognition

    Institute of Communications Engineering National Tsing Hua University, Hsinchu City, Taiwan · Department of Computer Science National Tsing Hua University, Hsinchu City, Taiwan

  17. TT4D: A Pipeline and Dataset for Table Tennis 4D Reconstruction From Monocular Videos

    May 2, 2026Nima Rahmanian, Daniel Kienzle, Thomas Gossard +3Monocular 3D ReconstructionSports Video Analysis

    University of Tübingen Tübingen, Germany

  18. SoccerRef-Agents: Multi-Agent System for Automated Soccer Refereeing

    Apr 25, 2026Zi Meng, Wanli Song, Yi Hu +2Multi-Agent LLM SystemsSports Video Analysis

    University of Michigan, Michigan, USA · Shanghai Jiao Tong University, Shanghai, China

  19. Towards Temporal Compositional Reasoning in Long-Form Sports Videos

    Apr 24, 2026Siyu Cao, Lu Zhang, Ruizhe Zeng +1Temporal Video GroundingTemporal Reasoning

    MAIS, Institute of Automation, Chinese Academy of Sciences, Beijing 100190, China · School of Artificial Intelligence, University of Chinese Academy of Sciences, Beijing 100049, China · Nanjing Artificial Intelligence Research of IA, Nanjing, 211100, China

  20. SAMIDARE: Advanced Tracking-by-Segmentation for Dense Scenarios

    Apr 24, 2026Shozaburo Hirano, Norimichi UkitaVisual Object TrackingSports Video Analysis

    Toyota Technological Institute

  21. Integrated Real-Time Motion Tracking and AI Analysis for Athletic Performance Optimization

    Apr 23, 2026Parth Agrawal, Ronit, Sagar Kumar +1Markerless Motion CaptureSports Video Analysis

    Department of Computer Science and Engineering, Chandigarh University Punjab, India

  22. MambaKick: Early Penalty Direction Prediction from HAR Embeddings

    Apr 17, 2026Henry O. Velesaca, David Freire-Obregon, Abel Reyes-Angulo +2Sports Video Analysis

    ESPOL Polytechnic University, ESPOL, Campus Gustavo Galindo, Km. 30.5 Vía Perimetral, Guayaquil, 090902, Ecuador · Software Engineering Department, Research Center for Information and Communication Technologies (CITIC-UGR), University of Granada, 18071, Granada, Spain · SIANI, Universidad de Las Palmas de Gran Canaria, Spain +2

  23. RefereeBench: Are Video MLLMs Ready to be Multi-Sport Referees

    Apr 17, 2026Yichen Xu, Yuanhang Liu, Chuhan Wang +5Sports Video AnalysisVideo Reasoning

    Renmin University of China Beijing, China · Sichuan University Chengdu, China

  24. SoccerTrack v2: A Full-Pitch Panoramic Video Dataset for Game State Reconstruction and Ball Action Spotting

    Aug 3, 2025Atom Scott, Ikuma Uchida, Kento Kuroda +2Sports Video AnalysisMulti-Object Tracking

    Nagoya University∗ · University of Tsukuba