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Sports Analytics

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Showing 1–50 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 Process—0
DIAMOND: An LLM-Driven Agent for Context-Aware Baseball Highlight Summarization—0
SoccerChat: Integrating Multimodal Data for Enhanced Soccer Game UnderstandingCode0
Action Spotting and Precise Event Detection in Sports: Datasets, Methods, and Challenges—0
From Players to Champions: A Generalizable Machine Learning Approach for Match Outcome Prediction with Insights from the FIFA World Cup—0
Action Anticipation from SoccerNet Football Video BroadcastsCode0
Towards Unconstrained 2D Pose Estimation of the Human Spine—0
Action Valuation in Sports: A Survey—0
ST-VLM: Kinematic Instruction Tuning for Spatio-Temporal Reasoning in Vision-Language Models—0
GridMind: A Multi-Agent NLP Framework for Unified, Cross-Modal NFL Data Insights—0
Multi-Stage Generative Upscaler: Reconstructing Football Broadcast Images via Diffusion Models—0
Metamorphic Testing for Pose Estimation Systems—0
OpenSTARLab: Open Approach for Spatio-Temporal Agent Data Analysis in SoccerCode0
FACTS: Fine-Grained Action Classification for Tactical Sports—0
Future Aspects in Human Action Recognition: Exploring Emerging Techniques and Ethical Influences—0
Human Motion Instruction TuningCode0
Pose2Trajectory: Using Transformers on Body Pose to Predict Tennis Player's Trajectory—0
EITNet: An IoT-Enhanced Framework for Real-Time Basketball Action Recognition—0
Deep learning for action spotting in association football videos—0
FinePseudo: Improving Pseudo-Labelling through Temporal-Alignablity for Semi-Supervised Fine-Grained Action Recognition—0
PLayerTV: Advanced Player Tracking and Identification for Automatic Soccer Highlight Clips—0
OSL-ActionSpotting: A Unified Library for Action Spotting in Sports Videos—0
Efficient Human Pose Estimation: Leveraging Advanced Techniques with MediaPipeCode0
Language and Multimodal Models in Sports: A Survey of Datasets and Applications—0
Deep HM-SORT: Enhancing Multi-Object Tracking in Sports with Deep Features, Harmonic Mean, and Expansion IOU—0
Generalized Jersey Number Recognition Using Multi-task Learning With Orientation-guided Weight Refinement—0
SoccerRAG: Multimodal Soccer Information Retrieval via Natural QueriesCode0
Expected Possession Value of Control and Duel Actions for Soccer Player's Skills Estimation—0
A Framework for Spatio-Temporal Graph Analytics In Field Sports—0
Lasso Ridge based XGBoost and Deep_LSTM Help Tennis Players Perform better—0
LWIRPOSE: A novel LWIR Thermal Image Dataset and BenchmarkCode0
A Universal Protocol to Benchmark Camera Calibration for Sports—0
ActNetFormer: Transformer-ResNet Hybrid Method for Semi-Supervised Action Recognition in VideosCode0
The Evolution of Football Betting- A Machine Learning Approach to Match Outcome Forecasting and Bookmaker Odds Estimation—0
Offline Imitation of Badminton Player Behavior via Experiential Contexts and Brownian MotionCode0
Domain-Guided Masked Autoencoders for Unique Player Identification—0
Deep Learning Approaches for Human Action Recognition in Video Data—0
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