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YOLO-Ball: Real-time tennis ball detection under occlusion and motion blur

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Proceedings of the Institution of Mechanical Engineers, Part P: Journal of Sports Engineering and Technology

Published online on

Abstract

Proceedings of the Institution of Mechanical Engineers, Part P: Journal of Sports Engineering and Technology, Ahead of Print.
This paper proposes YOLO-Ball, an improved real-time detection model addressing tennis ball detection challenges including small target size, motion blur, and player/racket occlusion. The main contributions include: (1) A multi-branch occlusion-aware ...