Research on Image-Based Movement Accuracy Monitoring of Aerobics
Author
Source
Mathematical Problems in Engineering
Issue
Vol. 2020, Issue 2020 (31 Dec. 2020), pp.1-6, 6 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2020-10-28
Country of Publication
Egypt
No. of Pages
6
Main Subjects
Abstract EN
The movement accuracy monitoring of aerobics is mostly performed through three-dimensional reconstruction of aerobic movements.
The feature extraction of aerobics is based on the optimal classification decision function, which extracts all the features of aerobics and thus reduces the accuracy of aerobics monitoring.
In order to extract the aerobic motion in the background with higher accuracy, a new image-based monitoring method is proposed.
First, the Kinect depth image acquisition method is used to preprocess the image, and then Hog3D is used to extract aerobic movement features and analyze the extraction results.
This new method solves the problem of video content classification in aerobics precision monitoring.
The Adaboost method in probability statistics is used to identify the accuracy of aerobic motions.
This paper uses probability function to link the postures of aerobics and forms an action sequence and its ergodic function to take the maximum value of an aerobic exercise.
The accuracy of aerobics is monitored by using the method of level by level proportional example.
The experimental results show that this method can effectively improve the accuracy of aerobic track monitoring, reduce the energy consumption of aerobic movement accuracy monitoring, and has good use value.
American Psychological Association (APA)
Feng, Ting. 2020. Research on Image-Based Movement Accuracy Monitoring of Aerobics. Mathematical Problems in Engineering،Vol. 2020, no. 2020, pp.1-6.
https://search.emarefa.net/detail/BIM-1197665
Modern Language Association (MLA)
Feng, Ting. Research on Image-Based Movement Accuracy Monitoring of Aerobics. Mathematical Problems in Engineering No. 2020 (2020), pp.1-6.
https://search.emarefa.net/detail/BIM-1197665
American Medical Association (AMA)
Feng, Ting. Research on Image-Based Movement Accuracy Monitoring of Aerobics. Mathematical Problems in Engineering. 2020. Vol. 2020, no. 2020, pp.1-6.
https://search.emarefa.net/detail/BIM-1197665
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1197665