KFYO: Fusing vision and biomechanics for accurate pitch evaluation in real-time baseball using deep learning techniques

Baseball is rapidly growing in global popularity, making accurate ball detection and pitch evaluation crucial for performance analysis. Advanced computer vision techniques now enable precise real-time tracking and assessment of pitches. This study presents an advanced deep learning-based pipeline th...

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Hlavní autoři:	Gohar Asad, Md Ariful Islam Mozumder, Proloy Kumar Mondal, Rashedul Islam Sumon, Hee- Cheol Kim
Médium:	Artigo
Jazyk:	Inglês
Vydáno:	Elsevier 2026-06-01
Edice:	Heliyon
Témata:	Baseball detection Deep learning YOLO MoveNet Kalman filtering Pose estimation
On-line přístup:	http://www.sciencedirect.com/science/article/pii/S2405844026005037
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