Crowd Noise as a Cue in Referee Decisions Contributes to the Home Advantage
Comparing the constraints led approach, differential learning and prescriptive instruction for training opposite-field hitting in baseball
Sports Evaluation Metrics
Comparing cueing and constraints interventions for increasing launch angle in baseball batting.
Sports Evaluation Metrics
Learning Soccer Juggling Skills with Layer-wise Mixture-of-Expert
Deep LearningDeep Reinforcement Learning
SoccerTrack: A Dataset and Tracking Algorithm for Soccer with Fish-eye and Drone Videos
Computer Vision
Learning From the Pros: Extracting Professional Goalkeeper Technique from Broadcast Footage
Computer Vision
Round Numbers as Goals: Evidence From Baseball, SAT Takers, and the Lab
Detection of tactical patterns using semi-supervised graph neural networks
Machine Learning
Beyond action valuation: A deep reinforcement learning
framework for optimizing player decisions in soccer
Machine Learning
Pose Tutor: An Explainable System for Pose Correction in the Wild
Computer VisionDeep Learning
SoccerNet-Tracking: Multiple Object Tracking Dataset and Benchmark in Soccer Videos
Computer VisionDeep Learning
Pass Receiver Prediction in Soccer using Video and Players’ Trajectories
Computer VisionDeep Learning
“Quality vs Quantity”: Improved Shot Prediction in Soccer using Strategic Features from Spatiotemporal Data
Winning duels in VALORANT, a visualization of optimal positioning
Machine Learning
Using Tracking and Charting Data to Better Evaluate NFL Players: A Review
Machine Learning
Using Machine Learning to Describe how Players Impact the Game in the MLB
Machine Learning
Using Hex Maps to Classify & Cluster Dribble Hand-off Variants in the NBA
Machine Learning
Sports narrative enhancement with natural language generation
Machine Learning
Decoding MLB Pitch Sequencing Strategies via Directed Graph Embeddings
Machine Learning
Risk of Collusion: Will Groups of 3 Ruin the FIFA World Cup?
Using Mobile Location Data to Assess Sponsorship Effectiveness
Routine Inspection: A playbook for corner kicks
Machine Learning
Predicting NBA Talent from Enormous Amounts of College Basketball Tracking Data
Computer Vision
MAYFIELD: Machine Learning Algorithm for Yearly Forecasting Indicators and Estimation of Long-Run Player Development
Machine Learning
I Think We'll Go to Boston - Marathon Performance Prediction
Machine Learning
You Cannot Do That Ben Stokes: Dynamically Predicting Shot Type in Cricket Using a Personalized Deep Neural Network
Running it Twice (or Thrice): Double-Header and Triple-Header Baseball Arbitration
Pulling Starters
Player Chemistry: Striving for a Perfectly Balanced Soccer Team
Measuring the Impact of Robotic Umpires
Learning Feature Representations from Football Tracking
Extracting Player Tracking Data from Video Using Non-Stationary Cameras and a Combination of Computer Vision Techniques
A No-Tanking Draft Allocation Policy
SoccerCPD: Formation and Role Change-Point Detection
in Soccer Matches Using Spatiotemporal Tracking Data
Seq2Event: Learning the Language of Soccer using
Transformer-based Match Event Prediction
Actions Speak Louder than Goals: Valuing Player Actions in Soccer
Machine LearningSports Evaluation Metrics
A framework for the fine-grained evaluation of the instantaneous expected value of soccer possessions
Sports Evaluation MetricsMachine Learning
A new look into Off-ball Scoring Opportunity: taking into account the continuous nature of the game
Machine LearningSports Evaluation Metrics
Slicing Aided Hyper Inference and Fine-tuning for Small Object Detection
Deep LearningMachine Learning
Contrastive Learning for Sports Video: Unsupervised Player Classification
Computer VisionMachine LearningDeep Learning
TrajGAT: A Graph-based Long-term Dependency Modeling Approach for Trajectory Similarity Computation
Deep LearningMachine Learning
Jointly Contrastive Representation Learning on Road Network and Trajectory
Deep LearningMachine Learning
Trajectory Similarity Learning with Auxiliary Supervision and Optimal Matching
Machine LearningDeep Learning
A Survey on Deep Learning-based Spatio-temporal Action Detection
Machine LearningDeep LearningComputer Vision
TriDet: Temporal Action Detection with Relative Boundary Modeling
Computer VisionDeep LearningMachine Learning
Towards Active Learning for Action Spotting in Association Football Videos
Computer VisionMachine LearningDeep Learning
Hierarchical Consistent Contrastive Learning for Skeleton-Based Action Recognition with Growing Augmentations
Detector-free weakly supervised group activity recognition.
Computer VisionMachine LearningDeep Learning
Two-Stream Networks for Weakly-Supervised Temporal Action Localization with Semantic-Aware Mechanisms
Computer VisionMachine LearningDeep Learning
Decomposed Cross-modal Distillation for RGB-based Temporal Action Detection
Computer VisionMachine LearningDeep Learning
SPARTAN: Self-Supervised Spatiotemporal Transformers Approach to Group Activity Recognition
Computer VisionMachine LearningDeep Learning
Actionlet-Dependent Contrastive Learning for Unsupervised Skeleton-Based Action Recognition
Computer VisionDeep LearningMachine Learning
A Method of Football‑Ofside Detection Using Multiple Cameras for an Automatic Linesman Assistance System
Computer Vision
An offside soccer detection system using ontology and deep learning
Computer VisionDeep LearningMachine Learning
Use of deep learning in soccer videos analysis: survey
Computer VisionMachine LearningDeep Learning
MotionTrack: Learning Robust Short-term and Long-term Motions for Multi-Object Tracking
Deep LearningComputer VisionMachine Learning
Iterative Scale-Up ExpansionIoU and Deep Features Association for Multi-Object Tracking in Sports
Computer VisionMachine LearningDeep Learning
VARS: Video Assistant Referee System for Automated Soccer Decision Making From Multiple Views
Deep LearningMachine LearningComputer Vision
TrajGAT: A Graph-based Long-term Dependency Modeling Approach for Trajectory Similarity Computation
Deep LearningMachine Learning
Computing Trajectory Similarity in Linear Time: A Generic Seed-Guided Neural Metric Learning Approach
A Boosted Model Ensembling Approach to Ball Action Spotting in Videos: The Runner-Up Solution to CVPR’23 SoccerNet Challenge
Deep LearningMachine LearningComputer Vision
Ball Trajectory Inference from Multi-Agent Sports Contexts Using Set Transformer and Hierarchical Bi-LSTM
Deep LearningSports Evaluation Metrics
Fine-grained retrieval of sports plays using tree-based alignment of trajectories
Machine LearningDeep Learning
GIAOTracker: A comprehensive framework for MCMOT with global
information and optimizing strategies in VisDrone 2021
BodySLAM: Joint Camera Localisation, Mapping, and Human Motion Tracking
MOTR: End-to-End Multiple-Object Tracking with TRansformer
Robust Multi-Object Tracking by Marginal Inference
ByteTrack: Multi-Object Tracking by Associating Every Detection Box
Towards Grand Unification of Object Tracking
Quo Vadis: Is Trajectory Forecasting the Key Towards
Long-Term Multi-Object Tracking?
SwinTrack: A Simple and Strong Baseline for Transformer Tracking
Observation-Centric SORT: Rethinking SORT for Robust Multi-Object Tracking
Focus On Details: Online Multi-object Tracking with Diverse Fine-grained Representation
Standing Between Past and Future: Spatio-Temporal Modeling for Multi-Camera 3D Multi-Object Tracking
Unifying Short and Long-Term Tracking with Graph Hierarchies
MOTRv2: Bootstrapping End-to-End Multi-Object Tracking by Pretrained Object Detectors
MotionTrack: Learning Robust Short-term and Long-term Motions for Multi-Object Tracking
DanceTrack: Multi-Object Tracking in Uniform Appearance and Diverse Motion
Segment Anything
Computer VisionDeep LearningMachine Learning
A Survey on Video Action Recognition in Sports: Datasets, Methods and Applications
Computer VisionMachine LearningDeep Learning
Spotting Temporally Precise, Fine-Grained Events in Video
Computer VisionMachine LearningDeep Learning
Exploring Cognitive and Perceptual Judgment Processes in Gymnastics Using Essential Kinematics Information
Sport Psychology
The Relationship Between the Perceived Movement Quality and the Kinematic Pattern of Complex Skills in Gymnastics
Sport Psychology
Exploring Visual Patterns and Judgments Predicated on Role Specificity: Case Studies of Expertise in Gymnastics
Sport Psychology
Gaze Behavior of Gymnastics Judges: Where Do Experienced Judges and Gymnasts Look While Judging?
Sport Psychology
TTNet: Real-time temporal and spatial video analysis of table tennis
Computer VisionDeep LearningMachine Learning
Automated Offside Detection by Spatio-Temporal Analysis of Football Videos
Computer VisionDeep LearningMachine Learning
SIMPLE ONLINE AND REALTIME TRACKING WITH A DEEP ASSOCIATION METRIC
Computer VisionDeep LearningMachine Learning
SportsTrack: An Innovative Method for Tracking Athletes in Sports Scenes
Deep LearningMachine Learning
Determinant analysis and developing evaluation indicators of grade of execution score of double axel jump in figure skating
Sports Evaluation Metrics
Figure skating: Increasing numbers of revolutions in jumps at the European and World Championships
Sports performance
ShuttleNet: Position-aware Fusion of Rally Progress and Player Styles for Stroke
Forecasting in Badminton
Machine LearningDeep Learning
Deep soccer analytics: learning an action-value function for evaluating soccer players
Machine LearningDeep LearningSports Evaluation Metrics
Crowd Noise as a Cue in Referee Decisions Contributes to the Home Advantage
Comparing the constraints led approach, differential learning and prescriptive instruction for training opposite-field hitting in baseball
Sports Evaluation Metrics
Comparing cueing and constraints interventions for increasing launch angle in baseball batting.
Sports Evaluation Metrics
Learning Soccer Juggling Skills with Layer-wise Mixture-of-Expert
Deep LearningDeep Reinforcement Learning
SoccerTrack: A Dataset and Tracking Algorithm for Soccer with Fish-eye and Drone Videos
Computer Vision
Learning From the Pros: Extracting Professional Goalkeeper Technique from Broadcast Footage
Computer Vision
Round Numbers as Goals: Evidence From Baseball, SAT Takers, and the Lab
Detection of tactical patterns using semi-supervised graph neural networks
Machine Learning
Beyond action valuation: A deep reinforcement learning
framework for optimizing player decisions in soccer
Machine Learning
Pose Tutor: An Explainable System for Pose Correction in the Wild
Computer VisionDeep Learning
SoccerNet-Tracking: Multiple Object Tracking Dataset and Benchmark in Soccer Videos
Computer VisionDeep Learning
Pass Receiver Prediction in Soccer using Video and Players’ Trajectories
Computer VisionDeep Learning
“Quality vs Quantity”: Improved Shot Prediction in Soccer using Strategic Features from Spatiotemporal Data
Winning duels in VALORANT, a visualization of optimal positioning
Machine Learning
Using Tracking and Charting Data to Better Evaluate NFL Players: A Review
Machine Learning
Using Machine Learning to Describe how Players Impact the Game in the MLB
Machine Learning
Using Hex Maps to Classify & Cluster Dribble Hand-off Variants in the NBA
Machine Learning
Sports narrative enhancement with natural language generation
Machine Learning
Decoding MLB Pitch Sequencing Strategies via Directed Graph Embeddings
Machine Learning
Risk of Collusion: Will Groups of 3 Ruin the FIFA World Cup?
Using Mobile Location Data to Assess Sponsorship Effectiveness
Routine Inspection: A playbook for corner kicks
Machine Learning
Predicting NBA Talent from Enormous Amounts of College Basketball Tracking Data
Computer Vision
MAYFIELD: Machine Learning Algorithm for Yearly Forecasting Indicators and Estimation of Long-Run Player Development
Machine Learning
I Think We'll Go to Boston - Marathon Performance Prediction
Machine Learning
You Cannot Do That Ben Stokes: Dynamically Predicting Shot Type in Cricket Using a Personalized Deep Neural Network
Running it Twice (or Thrice): Double-Header and Triple-Header Baseball Arbitration
Pulling Starters
Player Chemistry: Striving for a Perfectly Balanced Soccer Team
Measuring the Impact of Robotic Umpires
Learning Feature Representations from Football Tracking
Extracting Player Tracking Data from Video Using Non-Stationary Cameras and a Combination of Computer Vision Techniques
A No-Tanking Draft Allocation Policy
SoccerCPD: Formation and Role Change-Point Detection
in Soccer Matches Using Spatiotemporal Tracking Data
Seq2Event: Learning the Language of Soccer using
Transformer-based Match Event Prediction
Actions Speak Louder than Goals: Valuing Player Actions in Soccer
Machine LearningSports Evaluation Metrics
A framework for the fine-grained evaluation of the instantaneous expected value of soccer possessions
Sports Evaluation MetricsMachine Learning
A new look into Off-ball Scoring Opportunity: taking into account the continuous nature of the game
Machine LearningSports Evaluation Metrics
Slicing Aided Hyper Inference and Fine-tuning for Small Object Detection
Deep LearningMachine Learning
Contrastive Learning for Sports Video: Unsupervised Player Classification
Computer VisionMachine LearningDeep Learning
TrajGAT: A Graph-based Long-term Dependency Modeling Approach for Trajectory Similarity Computation
Deep LearningMachine Learning
Jointly Contrastive Representation Learning on Road Network and Trajectory
Deep LearningMachine Learning
Trajectory Similarity Learning with Auxiliary Supervision and Optimal Matching
Machine LearningDeep Learning
A Survey on Deep Learning-based Spatio-temporal Action Detection
Machine LearningDeep LearningComputer Vision
TriDet: Temporal Action Detection with Relative Boundary Modeling
Computer VisionDeep LearningMachine Learning
Towards Active Learning for Action Spotting in Association Football Videos
Computer VisionMachine LearningDeep Learning
Hierarchical Consistent Contrastive Learning for Skeleton-Based Action Recognition with Growing Augmentations
Detector-free weakly supervised group activity recognition.
Computer VisionMachine LearningDeep Learning
Two-Stream Networks for Weakly-Supervised Temporal Action Localization with Semantic-Aware Mechanisms
Computer VisionMachine LearningDeep Learning
Decomposed Cross-modal Distillation for RGB-based Temporal Action Detection
Computer VisionMachine LearningDeep Learning
SPARTAN: Self-Supervised Spatiotemporal Transformers Approach to Group Activity Recognition
Computer VisionMachine LearningDeep Learning
Actionlet-Dependent Contrastive Learning for Unsupervised Skeleton-Based Action Recognition
Computer VisionDeep LearningMachine Learning
A Method of Football‑Ofside Detection Using Multiple Cameras for an Automatic Linesman Assistance System
Computer Vision
An offside soccer detection system using ontology and deep learning
Computer VisionDeep LearningMachine Learning
Use of deep learning in soccer videos analysis: survey
Computer VisionMachine LearningDeep Learning
MotionTrack: Learning Robust Short-term and Long-term Motions for Multi-Object Tracking
Deep LearningComputer VisionMachine Learning
Iterative Scale-Up ExpansionIoU and Deep Features Association for Multi-Object Tracking in Sports
Computer VisionMachine LearningDeep Learning
VARS: Video Assistant Referee System for Automated Soccer Decision Making From Multiple Views
Deep LearningMachine LearningComputer Vision
TrajGAT: A Graph-based Long-term Dependency Modeling Approach for Trajectory Similarity Computation
Deep LearningMachine Learning
Computing Trajectory Similarity in Linear Time: A Generic Seed-Guided Neural Metric Learning Approach
A Boosted Model Ensembling Approach to Ball Action Spotting in Videos: The Runner-Up Solution to CVPR’23 SoccerNet Challenge
Deep LearningMachine LearningComputer Vision
Ball Trajectory Inference from Multi-Agent Sports Contexts Using Set Transformer and Hierarchical Bi-LSTM
Deep LearningSports Evaluation Metrics
Fine-grained retrieval of sports plays using tree-based alignment of trajectories
Machine LearningDeep Learning
GIAOTracker: A comprehensive framework for MCMOT with global
information and optimizing strategies in VisDrone 2021
BodySLAM: Joint Camera Localisation, Mapping, and Human Motion Tracking
MOTR: End-to-End Multiple-Object Tracking with TRansformer
Robust Multi-Object Tracking by Marginal Inference
ByteTrack: Multi-Object Tracking by Associating Every Detection Box
Towards Grand Unification of Object Tracking
Quo Vadis: Is Trajectory Forecasting the Key Towards
Long-Term Multi-Object Tracking?
SwinTrack: A Simple and Strong Baseline for Transformer Tracking
Observation-Centric SORT: Rethinking SORT for Robust Multi-Object Tracking
Focus On Details: Online Multi-object Tracking with Diverse Fine-grained Representation
Standing Between Past and Future: Spatio-Temporal Modeling for Multi-Camera 3D Multi-Object Tracking
Unifying Short and Long-Term Tracking with Graph Hierarchies
MOTRv2: Bootstrapping End-to-End Multi-Object Tracking by Pretrained Object Detectors
MotionTrack: Learning Robust Short-term and Long-term Motions for Multi-Object Tracking
DanceTrack: Multi-Object Tracking in Uniform Appearance and Diverse Motion
Segment Anything
Computer VisionDeep LearningMachine Learning
A Survey on Video Action Recognition in Sports: Datasets, Methods and Applications
Computer VisionMachine LearningDeep Learning
Spotting Temporally Precise, Fine-Grained Events in Video
Computer VisionMachine LearningDeep Learning
Exploring Cognitive and Perceptual Judgment Processes in Gymnastics Using Essential Kinematics Information
Sport Psychology
The Relationship Between the Perceived Movement Quality and the Kinematic Pattern of Complex Skills in Gymnastics
Sport Psychology
Exploring Visual Patterns and Judgments Predicated on Role Specificity: Case Studies of Expertise in Gymnastics
Sport Psychology
Gaze Behavior of Gymnastics Judges: Where Do Experienced Judges and Gymnasts Look While Judging?
Sport Psychology
TTNet: Real-time temporal and spatial video analysis of table tennis
Computer VisionDeep LearningMachine Learning
Automated Offside Detection by Spatio-Temporal Analysis of Football Videos
Computer VisionDeep LearningMachine Learning
SIMPLE ONLINE AND REALTIME TRACKING WITH A DEEP ASSOCIATION METRIC
Computer VisionDeep LearningMachine Learning
SportsTrack: An Innovative Method for Tracking Athletes in Sports Scenes
Deep LearningMachine Learning
Determinant analysis and developing evaluation indicators of grade of execution score of double axel jump in figure skating
Sports Evaluation Metrics
Figure skating: Increasing numbers of revolutions in jumps at the European and World Championships
Sports performance
ShuttleNet: Position-aware Fusion of Rally Progress and Player Styles for Stroke
Forecasting in Badminton
Machine LearningDeep Learning
Deep soccer analytics: learning an action-value function for evaluating soccer players
Machine LearningDeep LearningSports Evaluation Metrics