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Analysis Technology of Tennis Sports Match Based on Data Mining and Image Feature Retrieval
Joint Authors
Source
Issue
Vol. 2020, Issue 2020 (31 Dec. 2020), pp.1-15, 15 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2020-10-14
Country of Publication
Egypt
No. of Pages
15
Main Subjects
Abstract EN
Tennis game technical analysis is affected by factors such as complex background and on-site noise, which will lead to certain deviations in the results, and it is difficult to obtain scientific and effective tennis technical training strategies through a few game videos.
In order to improve the performance of tennis game technical analysis, based on machine learning algorithms, this paper combines image analysis to identify athletes’ movement characteristics and image feature recognition processing with image recognition technology, realizes real-time tracking of athletes’ dynamic characteristics, and records technical characteristics.
Moreover, this paper combines data mining technology to obtain effective data from massive video and image data, uses mathematical statistics and data mining technology for data processing, and scientifically analyzes tennis game technology with the support of ergonomics.
In addition, this paper designs a controlled experiment to verify the technical analysis effect of the tennis match and the performance of the model itself.
The research results show that the model constructed in this paper has certain practical effects and can be applied to actual competitions.
American Psychological Association (APA)
Huang, Hong& Deng, Risheng. 2020. Analysis Technology of Tennis Sports Match Based on Data Mining and Image Feature Retrieval. Complexity،Vol. 2020, no. 2020, pp.1-15.
https://search.emarefa.net/detail/BIM-1145084
Modern Language Association (MLA)
Huang, Hong& Deng, Risheng. Analysis Technology of Tennis Sports Match Based on Data Mining and Image Feature Retrieval. Complexity No. 2020 (2020), pp.1-15.
https://search.emarefa.net/detail/BIM-1145084
American Medical Association (AMA)
Huang, Hong& Deng, Risheng. Analysis Technology of Tennis Sports Match Based on Data Mining and Image Feature Retrieval. Complexity. 2020. Vol. 2020, no. 2020, pp.1-15.
https://search.emarefa.net/detail/BIM-1145084
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1145084