The application of image analysis technology in the extraction of human body feature parameters

被引:0
作者
Wei, Pengcheng [1 ]
Jiang, Jiao [2 ]
Li, Li [1 ]
机构
[1] Chongqing Univ Educ, Sch Math & Informat Engn, Chongqing, Peoples R China
[2] Chongqing Univ Posts & Telecommun, Sch Automat, Chongqing, Peoples R China
关键词
Image analysis; Human characteristics; BP neural network; Feature extraction; Computer-aided design (CAD);
D O I
10.1186/s13640-018-0338-y
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
With the improvement of living standards, personalized clothing customization has become a trend of people's apparel demand. The key factor in personalized clothing customization is a three-dimensional human modeling. With the development of image analysis technology, it is possible to use image analysis technology to extract human characteristics. In this paper, two-dimensional human feature regions and characteristic parameter extraction methods of images are used. The backpropagation neural network (BP neural network) is used to curve the three-dimensional human characteristics, and the neck, chest, waist, and buttocks of 22 subjects are verified. The results show that the use of this method can well achieve the extraction of human characteristic parameters.
引用
收藏
页数:10
相关论文
共 19 条
[1]  
Dudley M. D., 2009, THESIS
[2]  
Hua GU, 2004, J OPTOELECTRONICS LA, V15, P975
[3]  
Huang C, 2015, COMPUT AIDED DESIGN, V12, P475, DOI [10.1080/16864360.2014.997644, DOI 10.1080/16864360.2014.997644]
[4]   BP Neural Network Could Help Improve Pre-miRNA Identification in Various Species [J].
Jiang, Limin ;
Zhang, Jingjun ;
Xuan, Ping ;
Zou, Quan .
BIOMED RESEARCH INTERNATIONAL, 2016, 2016
[5]  
Jin P, 2002, ACTA ELECT SIN, V30, P363
[6]   Recognition of free gymnastics using human body feature points from silhouette and skin region [J].
Kim, T ;
Jo, KH ;
Kim, SE ;
Lee, I .
KORUS-2002: 6TH RUSSIAN-KOREAN INTERNATIONAL SYMPOSIUM ON SCIENCE AND TECHNOLOGY, PROCEEDINGS, 2002, :150-154
[7]  
Leo MJ, 2011, 3D MODELING HUMAN FA, P40
[8]   Does information overload prevent chronic patients from reading self-management educational materials? [J].
Liu, Chung-Feng ;
Kuo, Kuang-Ming .
INTERNATIONAL JOURNAL OF MEDICAL INFORMATICS, 2016, 89 :1-8
[9]  
Mihalik J, 2007, RAD 2007 INT C, P1
[10]  
Parker D, 1998, P ANN INT IEEE EMBS, V20, P998, DOI 10.1109/IEMBS.1998.745617