Advancements in basketball action recognition: Datasets, methods, explainability, and synthetic data applications

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Marco Caruso, Lucia Cimmino, Fabio Narducci, Chiara Pero, Gianluca Ronga

Published: 01 Jan 2025, Last Modified: 07 Nov 2025Image Vis. Comput. 2025EveryoneRevisionsBibTeXCC BY-SA 4.0
Abstract: Highlights•A systematic review of Basketball Action Recognition Datasets.•Integration of Explainable AI in action recognition models for basketball sport.•Applications and limitations of action recognition in basketball sport.•The role of synthetic data in addressing dataset limitations of state-of-the-art.