An Algorithm for Extracting Features of Basketball Players' Foul Actions Based on an Attention Mechanism

• Published in: International journal of computational intelligence systems Vol. 18; no. 1; pp. 1 - 15
• Main Author: Wang, Peng
• Format: Journal Article
• Language: English
• Published: Dordrecht Springer Netherlands 24.02.2025; Springer Nature B.V; Springer
• Subjects: Algorithms; Artificial Intelligence; Basketball; Computational Intelligence; Control; Engineering; Entropy (Information theory); Error detection; Feature extraction; Foul action; Machine vision; Machine vision system; Mathematical Logic and Foundations; Mechatronics; Modules; Players; Real time; Research Article; Robotics; Spatial attention; Temporal attention; Vision systems; Machine vision system; Temporal attention; Feature extraction; Foul action; Spatial attention

Basketball foul action usually involves multiple features, and it is difficult to extract effective features from complex and diverse features. Therefore, a feature extraction algorithm for basketball players' foul action based on attention mechanism is proposed. On the basis of ResNet50 networ...