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