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Sports Analytics
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논문
이 태스크와 하위 분야의 관련 논문입니다. 실제 성능 비교는 평가 결과에서 확인하세요.
DIAMOND: An LLM-Driven Agent for Context-Aware Baseball Highlight Summarization
SoccerChat: Integrating Multimodal Data for Enhanced Soccer Game Understanding
Action Spotting and Precise Event Detection in Sports: Datasets, Methods, and Challenges
From Players to Champions: A Generalizable Machine Learning Approach for Match Outcome Prediction with Insights from the FIFA World Cup
Towards Ball Spin and Trajectory Analysis in Table Tennis Broadcast Videos via Physically Grounded Synthetic-to-Real Transfer
Action Anticipation from SoccerNet Football Video Broadcasts
SoccerNet-v3D: Leveraging Sports Broadcast Replays for 3D Scene Understanding
Towards Unconstrained 2D Pose Estimation of the Human Spine
Action Valuation in Sports: A Survey
ST-VLM: Kinematic Instruction Tuning for Spatio-Temporal Reasoning in Vision-Language Models
Simulating Tracking Data to Advance Sports Analytics Research
TrackID3x3: A Dataset and Algorithm for Multi-Player Tracking with Identification and Pose Estimation in 3x3 Basketball Full-court Videos
GridMind: A Multi-Agent NLP Framework for Unified, Cross-Modal NFL Data Insights
Multi-Stage Generative Upscaler: Reconstructing Football Broadcast Images via Diffusion Models
Metamorphic Testing for Pose Estimation Systems
OpenSTARLab: Open Approach for Spatio-Temporal Agent Data Analysis in Soccer
FACTS: Fine-Grained Action Classification for Tactical Sports
Future Aspects in Human Action Recognition: Exploring Emerging Techniques and Ethical Influences
Human Motion Instruction Tuning
Pose2Trajectory: Using Transformers on Body Pose to Predict Tennis Player's Trajectory
EITNet: An IoT-Enhanced Framework for Real-Time Basketball Action Recognition
Enhancing Soccer Camera Calibration Through Keypoint Exploitation
Deep learning for action spotting in association football videos
A Comprehensive Survey on Inverse Constrained Reinforcement Learning: Definitions, Progress and Challenges
FinePseudo: Improving Pseudo-Labelling through Temporal-Alignablity for Semi-Supervised Fine-Grained Action Recognition
PLayerTV: Advanced Player Tracking and Identification for Automatic Soccer Highlight Clips
OSL-ActionSpotting: A Unified Library for Action Spotting in Sports Videos
Efficient Human Pose Estimation: Leveraging Advanced Techniques with MediaPipe
Language and Multimodal Models in Sports: A Survey of Datasets and Applications
Deep HM-SORT: Enhancing Multi-Object Tracking in Sports with Deep Features, Harmonic Mean, and Expansion IOU
Generalized Jersey Number Recognition Using Multi-task Learning With Orientation-guided Weight Refinement
SoccerRAG: Multimodal Soccer Information Retrieval via Natural Queries
Expected Possession Value of Control and Duel Actions for Soccer Player's Skills Estimation
A Framework for Spatio-Temporal Graph Analytics In Field Sports
SoccerNet-Echoes: A Soccer Game Audio Commentary Dataset
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