Diversity Regularized Spatiotemporal Attention for Video-Based Person Re-identification

Shuang Li, Peter Carr, Xiaogang Wang

Multiple MetricsEngineeringMachine LearningTemporal AttentionBiometrics +14

Computer vision for sports: Current applications and research topics

G. Neil Thomas, Rikke Gade, Thomas B. Moeslund, +2

Computer Vision and Image Understanding

Motion DetectionKinesiologyImage AnalysisMachine VisionEngineering +4

Argoverse: 3D Tracking and Forecasting with Rich Maps

Ming-Fang Chang, John Lambert, Patsorn Sangkloy, +7

arXiv (Cornell University)

Rich MapsEngineeringMachine LearningField RoboticsMotion Forecasting +19

Large-Scale Analysis of Soccer Matches Using Spatiotemporal Tracking Data

Alina Bialkowski, Patrick Lucey, Peter Carr, +3

EngineeringSpatiotemporal DatabaseImage AnalysisData ScienceData Mining +15

One-Shot Metric Learning for Person Re-identification

Peter Carr

Few-shot LearningEngineeringMachine LearningBiometricsExtensive Annotation +15

Tracking Sports Players with Context-Conditioned Motion Models

Jingchen Liu, Peter Carr, Robert T. Collins, +1

EngineeringMachine LearningSports PlayersGame Context FeaturesKinesiology +15

Assessing team strategy using spatiotemporal data

Patrick Lucey, Dean S. Oliver, Peter Carr, +2

EngineeringProject ManagementSports ConsumptionSpatiotemporal DatabaseTeam Strategy +21

"Quality vs Quantity": Improved Shot Prediction in Soccer using Strategic Features from Spatiotemporal Data

Patrick Lucey, Alina Bialkowski, Mathew Monfort, +2

Queensland's institutional digital repository (The University of Queensland)

Sport EngineeringEngineeringMachine LearningData SciencePattern Recognition +9

Argoverse 2: Next Generation Datasets for Self-Driving Perception and Forecasting

Benjamin Wilson, William Qi, Tanmay Agarwal, +10

arXiv (Cornell University)

Point Cloud ForecastingEngineeringMachine LearningPoint Cloud ProcessingAdvanced Driver-assistance System +19

Learning Fine-Grained Spatial Models for Dynamic Sports Play Prediction

Yisong Yue, Patrick Lucey, Peter Carr, +2

Artificial IntelligenceEngineeringMachine LearningData ScienceData Mining +16