Design and implementation of push up action evaluation system based on Kinect

JiaHao Long; TongHui Qian; Yangshiyu Zhou; Xi Ye

doi:10.1117/12.2689585

10 August 2023 Design and implementation of push up action evaluation system based on Kinect

JiaHao Long, TongHui Qian, Yangshiyu Zhou, Xi Ye

Proceedings Volume 12748, 5th International Conference on Information Science, Electrical, and Automation Engineering (ISEAE 2023); 127482A (2023) https://doi.org/10.1117/12.2689585
Event: 5th International Conference on Information Science, Electrical and Automation Engineering (ISEAE 2023), 2023, Wuhan, China

Abstract

The action evaluation task is to automatically analyze and evaluate the actions made by the human body. Push-up action is one of the physical fitness test items. At present, the traditional manual evaluation method is mainly used for its evaluation. This method is inefficient and the results have certain subjectivity. Based on the "National Physique Measurement Standards", this paper selects the joint points describing the push-up movement, detects the data of the push-up joint points based on Kinect, and calculates the 8 joint angles of the push-up as its action characteristics through the vector method, and then proposes based on the dynamic time warping algorithm A new evaluation method is developed, and finally a push-up evaluation system is designed and implemented.

Citation Download Citation

JiaHao Long, TongHui Qian, Yangshiyu Zhou, and Xi Ye "Design and implementation of push up action evaluation system based on Kinect", Proc. SPIE 12748, 5th International Conference on Information Science, Electrical, and Automation Engineering (ISEAE 2023), 127482A (10 August 2023); https://doi.org/10.1117/12.2689585

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Design and modelling

Algorithm development

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