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Dance Movement Interference Suppression Algorithm Based upon Contour Model and AdaBoost Algorithm.

Authors :
Xu, Jiaxi
Source :
Journal of Electrical & Computer Engineering. 6/2/2022, p1-11. 11p.
Publication Year :
2022

Abstract

With the development of computer technology, digital image processing, as an emerging field, has become an indispensable tool in the information society. The action interference effect refers to the phenomenon that an individual reacts to a dangerous object longer than a safe object in the state of preparation for action. Currently, there is no effective anti-jamming technology to recognize dance movements. In order to solve these problems, this paper proposes a dance movement interference suppression algorithm based on contour model and AdaBoost algorithm, which aims to realize the application of gesture-based behavior recognition technology in the field of dance steps and complete the recognition of some dance steps. The method of this paper is to study the contour model based on the image and then propose to use the AdaBoost algorithm to detect body movements and finally use the radio frequency interference suppression algorithm to ensure the smooth operation of the technology. The function of the method is to propose a dance action recognition and anti-interference algorithm based on contour model and AdaBoost algorithm. This article describes the contour model and then uses the AdaBoost algorithm to recognize the action and adjust the action interference effect. The results show that the algorithm proposed in this paper can accurately identify dance movements, with an average recognition accuracy rate of 99.2%. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
20900147
Database :
Academic Search Index
Journal :
Journal of Electrical & Computer Engineering
Publication Type :
Academic Journal
Accession number :
157216951
Full Text :
https://doi.org/10.1155/2022/3998449