Rhys Tracy
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View article: Language and Multimodal Models in Sports: A Survey of Datasets and Applications
Language and Multimodal Models in Sports: A Survey of Datasets and Applications Open
Recent integration of Natural Language Processing (NLP) and multimodal models has advanced the field of sports analytics. This survey presents a comprehensive review of the datasets and applications driving these innovations post-2020. We …
View article: Advanced Volleyball Stats for All Levels: Automatic Setting Tactic Detection and Classification with a Single Camera
Advanced Volleyball Stats for All Levels: Automatic Setting Tactic Detection and Classification with a Single Camera Open
This paper presents PathFinder and PathFinderPlus, two novel end-to-end computer vision frameworks designed specifically for advanced setting strategy classification in volleyball matches from a single camera view. Our frameworks combine s…
View article: Graph Encoding and Neural Network Approaches for Volleyball Analytics: From Game Outcome to Individual Play Predictions
Graph Encoding and Neural Network Approaches for Volleyball Analytics: From Game Outcome to Individual Play Predictions Open
This research aims to improve the accuracy of complex volleyball predictions and provide more meaningful insights to coaches and players. We introduce a specialized graph encoding technique to add additional contact-by-contact volleyball c…
View article: VREN: Volleyball Rally Dataset with Expression Notation Language
VREN: Volleyball Rally Dataset with Expression Notation Language Open
This research is intended to accomplish two goals: The first goal is to curate a large and information rich dataset that contains crucial and succinct summaries on the players' actions and positions and the back-and-forth travel patterns o…