RETRACTED: Artificial Intelligence Auxiliary Algorithm for Wushu Routine Competition Decision Based on Feature Fusion (Retracted Article)

被引:6
作者
Zhao, Chao [1 ]
Li, Bing [2 ]
机构
[1] WuHan Sports Univ, Wushu Coll, Wuhan 430079, Hubei, Peoples R China
[2] Yong Univ Korea, Yongin 17092, Gyeonggi Do, South Korea
关键词
USER;
D O I
10.1155/2021/1632393
中图分类号
R19 [保健组织与事业(卫生事业管理)];
学科分类号
摘要
The developments of modern science and technology have significantly promoted the progress of sports science. Advanced technological methods have been widely used in sports training, which has not only improved the scientific level of training but also promoted the continuous growth of sports technology and competition results. Competitive Wushu routine is an important part of Chinese Wushu. The development trend of competitive Wushu routine affects the development of the whole Wushu movement. To improve the training effect of the Wushu routine using artificial intelligence, this paper employed fuzzy information processing and feature extraction technology to analyze the visual features in the process of Wushu competition. The deep neural network-based region segmentation method was employed for implicit feature extraction to examine the shape, texture, and other image features of Wushu routines and improve the recognition performance. The proposed feature extraction model achieved the highest average accuracy of 93.98% accuracy as compared to other contemporary algorithms. Finally, the model was evaluated to validate the superior performance of the proposed method in improving the decision-making ability and effective instruction ability of the martial arts routine competition.
引用
收藏
页数:7
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共 28 条
[1]   Recommendations for participation in leisure time or competitive sports in athletes-patients with coronary artery disease: a position statement fromthe Sports Cardiology Section of the European Association of Preventive Cardiology (EAPC) [J].
Borjesson, Mats ;
Dellborg, Mikael ;
Niebauer, Josef ;
LaGerche, Andre ;
Schmied, Christian ;
Solberg, Erik E. ;
Halle, Martin ;
Adami, Emilio ;
Biffi, Alessandro ;
Carre, Francois ;
Caselli, Stefano ;
Papadakis, Michael ;
Pressler, Axel ;
Rasmusen, Hanne ;
Serratosa, Luis ;
Sharma, Sanjay ;
van Buuren, Frank ;
Pelliccia, Antonio .
EUROPEAN HEART JOURNAL, 2019, 40 (01) :13-+
[2]   TARDB-Net: triple-attention guided residual dense and BiLSTM networks for hyperspectral image classification [J].
Cai, Weiwei ;
Liu, Botao ;
Wei, Zhanguo ;
Li, Meilin ;
Kan, Jiangming .
MULTIMEDIA TOOLS AND APPLICATIONS, 2021, 80 (07) :11291-11312
[3]   Costly Features Classification using Monte Carlo Tree Search [J].
Chen, Ziheng ;
Huang, Jin ;
Ahn, Hongshik ;
Ning, Xin .
2021 INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS (IJCNN), 2021,
[4]  
Chu Z., 2021, ASP T INTERNET THING, V1, P19, DOI [10.52810/TIOT.2021.100031, DOI 10.52810/TIOT.2021.100031]
[5]   Wushu: a culture of adversaries [J].
Dai, Guo-Bin ;
Lu, An .
JOURNAL OF THE PHILOSOPHY OF SPORT, 2019, 46 (03) :321-338
[6]   Application of video feedback system in analysis and diagnosis of Wushu routine movement [J].
Guo, Wenge .
JOURNAL OF INTERDISCIPLINARY MATHEMATICS, 2018, 21 (05) :1187-1191
[7]   Joint Analysis and Weighted Synthesis Sparsity Priors for Simultaneous Denoising and Destriping Optical Remote Sensing Images [J].
Huang, Zhenghua ;
Zhang, Yaozong ;
Li, Qian ;
Li, Xuan ;
Zhang, Tianxu ;
Sang, Nong ;
Hong, Hanyu .
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2020, 58 (10) :6958-6982
[8]   Intent based recognition of walking and ramp activities for amputee using sEMG based lower limb prostheses [J].
Hussain, Tahir ;
Iqbal, Nadeem ;
Maqbool, Hafiz Farhan ;
Khan, Mukhtaj ;
Awad, Mohammed Ibrahim ;
Dehghani-Sanij, Abbas A. .
BIOCYBERNETICS AND BIOMEDICAL ENGINEERING, 2020, 40 (03) :1110-1123
[9]   An Action Recognition Algorithm for Sprinters Using Machine Learning [J].
Jiang, Fengqing ;
Chen, Xiao .
MOBILE INFORMATION SYSTEMS, 2021, 2021
[10]   Sudden Cardiac Arrest during Participation in Competitive Sports [J].
Landry, Cameron H. ;
Allan, Katherine S. ;
Connelly, Kim A. ;
Cunningham, Kris ;
Morrison, Laurie J. ;
Dorian, Paul .
NEW ENGLAND JOURNAL OF MEDICINE, 2017, 377 (20) :1943-1953