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-FoulRet: Retrieving Semantically Similar Soccer Foul Videos

    Oct 7, 2026Jacobus Arthur, Ahmad Sait, Batool Hani +6Video RetrievalSports Video Analysis

    University of Liège · KAUST · SpAItial

  2. Event Detection in Table Tennis Videos using 2D Keypoints

    Oct 6, 2026Rainer Lienhart, Daniel Kienzle, Shin'ichi Satoh +1Sports Video AnalysisTemporal Action Detection

    University of Augsburg Augsburg, Germany · National Institute of Informatics University of Tokyo Tokyo, Japan

  3. Deep Learning Based Illegal Bowling Action Detection

    Oct 5, 2026Debopom Sutradhar, Niful Islam, Sudipto Mondal +3Sports Video AnalysisVideo Action Recognition

    Department of Computer Science and Engineering, United International University · Department of Computer Science and Engineering, BRAC University

  4. BMASH: Ball-Motion-Aware Soccer Header Spotting

    Sep 30, 2026Ahmed Endris Hasen, Muhammad Shahzad Khan, Nikolaos Passalis +1Sports Video AnalysisVideo Action Recognition

    Faculty of Information Technology, University of Jyväskylä Jyväskylä, Finland · Faculty of Sciences, Aristotle University of Thessaloniki Thessaloniki, Greece

  5. Revisiting Risky Tackle Detection with Vision Transformers

    Sep 28, 2026Syed Ahsan Masud Zaidi, Lior Shamir, Scott DietrichData AugmentationSports Video Analysis

    Kansas State University, Manhattan, KS, USA · Albright College, Reading, PA, USA

  6. Prompt, Probe, Train, or Annotate? Single-camera sports video understanding in amateur settings

    Sep 23, 2026Sai Varun Kodathala, Prashanth Pollishetty, Jaylen CargillSports Video AnalysisVideo Action Recognition

    Research and Development Sports Vision, Inc. Minnetonka, MN

  7. A 3D Pose-Based Ensemble Framework for Cricket Shot Classification and Automated Biomechanical Analysis

    Sep 22, 2026Sourav Shome, M. D. Ashiquzzaman Rahad, Rameswar DebnathSports Video AnalysisImage Classification

    Computer Science and Engineering Discipline Khulna University

  8. SambaGraph: Action-Reaction Spatio-Temporal Graphs for Soccer Tactical Response Modeling

    Sep 22, 2026Abel A. Reyes-Angulo, Henry O. Velesaca, Steven AraujoSports Video AnalysisSpatiotemporal GNNs

    Michigan Technological University, Houghton, MI, USA · SambaSports AI, Guayaquil, Ecuador · ESPOL Polytechnic University, Guayaquil, Ecuador +1

  9. Identity-Consistent Analysis of Long-Shot Windsurfing Video: A Domain-Specific Offline Tracking System

    Sep 21, 2026Bertil BraunSports Video AnalysisMulti-Object Tracking

  10. Graph-to-Grid (G2G): Continuous-Coordinate Feature Painting for Soccer Pass Surfaces

    Sep 21, 2026Kaan Günay, Orhun GunGraph Representation LearningSports Video Analysis

    Sabancı University, Istanbul, Turkey · Carnegie Mellon University, Pittsburgh, PA, USA

  11. Rule-Constrained Assignment for Cue-Ball Identification in Broadcast Snooker

    Sep 20, 2026Yuxin Cao, Wei Song, Yuezhong Wu +1Sports Video Analysis

    National University of Singapore, Singapore · Griffith University, Australia · Fuzhou University, China

  12. Semantic Action Graph: A Shared Representation for Agent Grounding and Human Interpretation of Sports Highlights

    Sep 17, 2026Tica Lin, Deepak Chandran, Gauri Jagatap +4Sports Video Analysis

    Dolby Laboratories · XPENG

  13. How Much Velocity Does Off-Ball Space Value Need? A Broadcast-Viewport Benchmark

    Sep 9, 2026Seongjin ChoiSports Video Analysis

    Independent researcher.

  14. Field Converter: Geometry-Initialized Temporal Residual Refinement for World-Grounded Player Pose Estimation from Soccer Broadcasts

    Sep 9, 2026Simon Khan, Laurent Gajny, Jennyfer Lecompte +1Sports Video Analysis3D Human Pose Estimation

    Institut de Biomécanique Humaine Georges Charpak (IB-HGC), Arts et Métiers ParisTech, Paris, France · French Football Federation (FFF), Clairefontaine-en-Yvelines, France

  15. Hierarchical Possession-Aware Graph Pointer Network for Pass Receiver Selection

    Sep 7, 2026Jingyi Wang, Da Li, Kaixin Wang +1Graph Neural NetworksSports Video Analysis

    Beijing Engineering Research Center for IoT Software and Systems, Beijing University of Technology, Beijing, China · Beijing Key Laboratory of Interdisciplinary Intelligent Technologies in Sports Medicine and Engineering, Beijing University of Technology, Beijing, China

  16. A Top-Down Framework for Metric-Scale Athlete Localization from Single Broadcast Frames

    Sep 2, 2026Thanh-Khoi Nguyen, Hoang-Phuc Nguyen, Linh-Huynh +1Sports Video AnalysisHuman Pose Estimation

    Vietnam National University, Ho Chi Minh City, Vietnam · University of Science, VNU-HCM, Ho Chi Minh City, Vietnam

  17. TennisVAR: A Stroke-Evidence-Grounded Multimodal Large Language Model for Tactical Reasoning in Tennis Videos

    Aug 13, 2026Yifan Mei, Qingling Shi, Changli Wu +3Sports Video AnalysisMultimodal Large Language Models

    Key Laboratory of Multimedia Trusted Perception and Efficient Computing, Ministry of Education of China, Xiamen University · Shanghai Innovation Institute · School of Artificial Intelligence, Shanghai Jiao Tong University

  18. Capturing Uncertainty in Human Motion for Representation Learning in Soccer

    Aug 11, 2026Yizhou Xu, Lars Bretzner, Tiesheng Wang +1Self-Supervised Time Series Representation LearningSports Video Analysis

    KTH Royal Institute of Technology · EA Sports TRACAB

  19. NBA_Streaming: A Large-Scale Benchmark for Fine-Grained Basketball Commentary Generation in Continuous Streams

    Aug 10, 2026Lifang Wu, Yuyang Wu, Yangdong Gao +3Temporal Video GroundingStreaming Video Understanding

    School of Information Science and Technology, Beijing University of Technology, Beijing 100124, China · Fudan University, Shanghai, China · Institute of Automation, Chinese Academy of Sciences, Beijing 100864, China

  20. SportsGrounder: Proposal-Aided Interleaved Grounding for Dense Sports Video Reasoning

    Aug 8, 2026Yizhi Li, Jiawei Jiang, Guanhong Wang +2Sports Video AnalysisVideo QA

    Zhejiang University Hangzhou, China · Beijing Jiaotong University Beijing, China

  21. Entity-Aware Sequence Transduction for Player-Centric Ball Action Spotting

    Aug 3, 2026Ruifeng Wang, Di Yang, Jiangtao WangSports Video AnalysisTemporal Action Detection

    School of Artificial Intelligence & Data Science, USTC, Hefei, China · Suzhou Institute for Advanced Research, USTC, Suzhou, China

  22. BasketEvent: Understanding Who Did What and When in Basketball Videos

    Jul 23, 2026Yu Zhang, Jiayuan Rao, Haoning Wu +1Sports Video AnalysisVideo Reasoning

    School of Artificial Intelligence, Shanghai Jiao Tong University Shanghai, China

  23. An LLM-Based Automatic Sportscast Solution for Robot Soccer Matches

    Jul 16, 2026Francesco Petri, Michele Brienza, Daniele Nardi +3Sports Video AnalysisRobotics

    Dept. of Computer, Control, and Management Engineering Sapienza University of Rome, Rome (Italy) · Dept. of International Humanities and Social Sciences, International University of Rome, Rome (Italy) · Institute for Cognitive Sciences and Technologies (ISTC-CNR), National Research Council, Italy +1

  24. Beyond the Single Camera: Agentic Multi-View Reasoning in Sports Video Understanding

    Jul 13, 2026Kerui Chen, Jinglu Wang, Xiaoyi Zhang +1Active PerceptionSports Video Analysis

    Zhejiang University · Microsoft Research Asia

  25. Training-Free Off-Screen Player Imputation for Broadcast-Based Spatial Football Analytics

    Jul 13, 2026Seongjin ChoiSports Video Analysis

    Independent researcher.

  26. Temporal Feature Distillation for Label-Efficient Precise Event Spotting in Sports Videos

    Jul 13, 2026Hao Xu, Xinyu Wei, Sam Wells +1Vision TransformerSports Video Analysis

    Deakin University Melbourne, Australia · Champion Data Melbourne, Australia · Paralympics Australia Melbourne, Australia

  27. TreeSoc: Tree-Structured Dynamic Reasoning and Tool Synergy for Soccer Video Understanding

    Jul 13, 2026Thanh-Nhan Vo, Thanh-Khoi Nguyen, Trong-Thuan Nguyen +2Tool Use in VLMsSports Video Analysis

    University of Science, VNU-HCM, Ho Chi Minh City, Vietnam · 2Vietnam National University, Ho Chi Minh City, Vietnam

  28. SoccerNet 2026 Challenges Results

    Jul 8, 2026Anthony Cioppa, Silvio Giancola, Håkan Ardö +102Sports Video AnalysisNovel View Synthesis

  29. Digitizing Coaching Intelligence: An Agentic Framework for Holistic Athlete Profiling using VLM and RAG

    Jun 26, 2026Deep Ghosal, Ishani Sen, Wazib Ansar +1Sports Video AnalysisMulti-Agent Systems

    A.K. Choudhury School of Information Technology University of Calcutta Kolkata, India

  30. Computer Vision for MOBA Analytics: A Dataset and Baseline for Visibility Analysis in Dota 2

    Jun 25, 2026Ricardo da Rocha Carvalho, Eloísa Oliveira, Luiz Bernardo Martins Kummer +2Sports Video Analysis

    1Pontifícia Universidade Católica do Paraná (PUCPR), Curitiba, Brasil

  31. 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

  32. 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

  33. 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

  34. 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

  35. 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

  36. 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

  37. 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

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

    Jun 2, 2026Parthsarthi RawatSports Video Analysis

    GameChanger by Dick’s Sporting Goods

  39. 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

  40. 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

  41. 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.

  42. 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

  43. Event-based Batting Impact Estimation

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

    Keio University · NTT Communication Science Laboratories

  44. 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

  45. 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

  46. 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

  47. 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

  48. 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

  49. 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

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

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

    Toyota Technological Institute

  51. 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

  52. 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

  53. 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

  54. 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