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Sports Analytics

Papers

Showing 125 of 97 papers

TitleStatusHype
A Survey on Video Action Recognition in Sports: Datasets, Methods and ApplicationsCode3
Enhancing Soccer Camera Calibration Through Keypoint ExploitationCode2
Towards Ball Spin and Trajectory Analysis in Table Tennis Broadcast Videos via Physically Grounded Synthetic-to-Real TransferCode1
SoccerNet-v3D: Leveraging Sports Broadcast Replays for 3D Scene UnderstandingCode1
Simulating Tracking Data to Advance Sports Analytics ResearchCode1
TrackID3x3: A Dataset and Algorithm for Multi-Player Tracking with Identification and Pose Estimation in 3x3 Basketball Full-court VideosCode1
Spiideo SoccerNet SynLoc: Single Frame World Coordinate Athlete Detection and Localization with Synthetic DataCode1
A Comprehensive Survey on Inverse Constrained Reinforcement Learning: Definitions, Progress and ChallengesCode1
SoccerNet-Echoes: A Soccer Game Audio Commentary DatasetCode1
Context-Aware 3D Object Localization from Single Calibrated Images: A Study of BasketballsCode1
Ball Trajectory Inference from Multi-Agent Sports Contexts Using Set Transformer and Hierarchical Bi-LSTMCode1
SportsPose -- A Dynamic 3D sports pose datasetCode1
Unsupervised Learning of Neurosymbolic EncodersCode1
Time-Varying Home Field Advantage in Football: Learning from a Non-Stationary Causal Process0
DIAMOND: An LLM-Driven Agent for Context-Aware Baseball Highlight Summarization0
SoccerChat: Integrating Multimodal Data for Enhanced Soccer Game UnderstandingCode0
Action Spotting and Precise Event Detection in Sports: Datasets, Methods, and Challenges0
From Players to Champions: A Generalizable Machine Learning Approach for Match Outcome Prediction with Insights from the FIFA World Cup0
Action Anticipation from SoccerNet Football Video BroadcastsCode0
Towards Unconstrained 2D Pose Estimation of the Human Spine0
Action Valuation in Sports: A Survey0
ST-VLM: Kinematic Instruction Tuning for Spatio-Temporal Reasoning in Vision-Language Models0
GridMind: A Multi-Agent NLP Framework for Unified, Cross-Modal NFL Data Insights0
Multi-Stage Generative Upscaler: Reconstructing Football Broadcast Images via Diffusion Models0
Metamorphic Testing for Pose Estimation Systems0
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