Optimized Motion Capture for Cricket Shot Classification Using Minimal Hardware and Machine Learning

Optimized Motion Capture for Cricket Shot Classification Using Minimal Hardware and Machine Learning

Motion capture technology has been used in many sports analytics, particularly for analyzing player movements in games like cricket. However, the high cost of commercial systems and the disturbing nature of wearable devices limit their accessibility and practicality. This study presents a two-fold s...

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Main Authors: J. Ishan Randika, Kanishka Rajamanthri, Avishka Kothalawala, Niroshan Gunawardana, Ashan Induranga, Pathum Weerakkody, Kaveendra Maduwantha, B. T. G. S. Kumara, Kaveenga Koswattage
Format: Article
Language:English
Published: IEEE 2025-01-01
Series:IEEE Access
Subjects:
Cricket batting
deep learning
machine learning
motion capturing
neural network
Online Access:https://ieeexplore.ieee.org/document/11062611/
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https://ieeexplore.ieee.org/document/11062611/

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