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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
Context-Aware 3D Object Localization from Single Calibrated Images: A Study of BasketballsCode1
SoccerNet-v3D: Leveraging Sports Broadcast Replays for 3D Scene UnderstandingCode1
Ball Trajectory Inference from Multi-Agent Sports Contexts Using Set Transformer and Hierarchical Bi-LSTMCode1
Simulating Tracking Data to Advance Sports Analytics ResearchCode1
SportsPose -- A Dynamic 3D sports pose datasetCode1
SoccerNet-Echoes: A Soccer Game Audio Commentary DatasetCode1
A Comprehensive Survey on Inverse Constrained Reinforcement Learning: Definitions, Progress and ChallengesCode1
Towards Ball Spin and Trajectory Analysis in Table Tennis Broadcast Videos via Physically Grounded Synthetic-to-Real TransferCode1
Spiideo SoccerNet SynLoc: Single Frame World Coordinate Athlete Detection and Localization with Synthetic DataCode1
TrackID3x3: A Dataset and Algorithm for Multi-Player Tracking with Identification and Pose Estimation in 3x3 Basketball Full-court VideosCode1
Unsupervised Learning of Neurosymbolic EncodersCode1
Boldness-Recalibration for Binary Event Predictions—0
Challenges and Opportunities for Computer Vision in Real-life Soccer Analytics—0
CLIP-ReIdent: Contrastive Training for Player Re-Identification—0
Coach2vec: autoencoding the playing style of soccer coaches—0
Deep HM-SORT: Enhancing Multi-Object Tracking in Sports with Deep Features, Harmonic Mean, and Expansion IOU—0
Deep Learning Approaches for Human Action Recognition in Video Data—0
Deep learning for action spotting in association football videos—0
DIAMOND: An LLM-Driven Agent for Context-Aware Baseball Highlight Summarization—0
Discovering Intrinsic Spatial-Temporal Logic Rules to Explain Human Actions—0
Domain Adaptation for Inertial Measurement Unit-based Human Activity Recognition: A Survey—0
Domain-Guided Masked Autoencoders for Unique Player Identification—0
EITNet: An IoT-Enhanced Framework for Real-Time Basketball Action Recognition—0
Expected Possession Value of Control and Duel Actions for Soccer Player's Skills Estimation—0
FACTS: Fine-Grained Action Classification for Tactical Sports—0
FinePseudo: Improving Pseudo-Labelling through Temporal-Alignablity for Semi-Supervised Fine-Grained Action Recognition—0
From Motor Control to Team Play in Simulated Humanoid Football—0
From Players to Champions: A Generalizable Machine Learning Approach for Match Outcome Prediction with Insights from the FIFA World Cup—0
Future Aspects in Human Action Recognition: Exploring Emerging Techniques and Ethical Influences—0
Generalized Jersey Number Recognition Using Multi-task Learning With Orientation-guided Weight Refinement—0
Graph Neural Networks to Predict Sports Outcomes—0
GridMind: A Multi-Agent NLP Framework for Unified, Cross-Modal NFL Data Insights—0
Group Activity Recognition in Basketball Tracking Data -- Neural Embeddings in Team Sports (NETS)—0
Who You Play Affects How You Play: Predicting Sports Performance Using Graph Attention Networks With Temporal Convolution—0
Action Spotting and Precise Event Detection in Sports: Datasets, Methods, and Challenges—0
Action Valuation in Sports: A Survey—0
Adaptive Feature Processing for Robust Human Activity Recognition on a Novel Multi-Modal Dataset—0
A Framework for Spatio-Temporal Graph Analytics In Field Sports—0
A Hybrid Graph Network for Complex Activity Detection in Video—0
Always Look on the Bright Side of the Field: Merging Pose and Contextual Data to Estimate Orientation of Soccer Players—0
A Multi-stage deep architecture for summary generation of soccer videos—0
Analysing Long Short Term Memory Models for Cricket Match Outcome Prediction—0
A Survey on the application of Data Science And Analytics in the field of Organised Sports—0
A Universal Protocol to Benchmark Camera Calibration for Sports—0
Bayesian taut splines for estimating the number of modes—0
Bump hunting through density curvature features—0
PLayerTV: Advanced Player Tracking and Identification for Automatic Soccer Highlight Clips—0
Pose2Trajectory: Using Transformers on Body Pose to Predict Tennis Player's Trajectory—0
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