Event-based image recognition applied in tennis training assistance

Zbigniew M. Wawrzyniak; Adam Kowalski

doi:10.1117/12.2250502

28 September 2016 Event-based image recognition applied in tennis training assistance

Zbigniew M. Wawrzyniak, Adam Kowalski

Proceedings Volume 10031, Photonics Applications in Astronomy, Communications, Industry, and High-Energy Physics Experiments 2016; 100311N (2016) https://doi.org/10.1117/12.2250502
Event: Photonics Applications in Astronomy, Communications, Industry, and High-Energy Physics Experiments 2016, 2016, Wilga, Poland

Abstract

This paper presents a concept of a real-time system for individual tennis training assistance. The system is supposed to provide user (player) with information on his strokes accuracy as well as other training quality parameters such as velocity and rotation of the ball during its flight. The method is based on image processing methods equipped with developed explorative analysis of the events and their description by parameters of the movement. There has been presented the concept for further deployment to create a complete system that could assist tennis player during individual training.

Citation Download Citation

Zbigniew M. Wawrzyniak and Adam Kowalski "Event-based image recognition applied in tennis training assistance", Proc. SPIE 10031, Photonics Applications in Astronomy, Communications, Industry, and High-Energy Physics Experiments 2016, 100311N (28 September 2016); https://doi.org/10.1117/12.2250502

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KEYWORDS

Cameras

Image processing

Motion models

Motion analysis

Algorithm development

Detection and tracking algorithms

Image resolution

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