Quantitative evaluation methods of skin condition based on texture feature parameters
Joint Authors
Zhao, Jing
Pang, Hui
Chen, Tianhua
Chang, Zhineng
Shao, Siqi
Wang, Xiaoyi
Source
Saudi Journal of Biological Sciences
Issue
Vol. 24, Issue 3 (31 Mar. 2017), pp.514-518, 5 p.
Publisher
Publication Date
2017-03-31
Country of Publication
Saudi Arabia
No. of Pages
5
Main Subjects
Topics
Abstract EN
In order to quantitatively evaluate the improvement of the skin condition after using skin care products and beauty, a quantitative evaluation method for skin surface state and texture is presented, which is convenient, fast and non-destructive.
Human skin images were collected by image sensors.
Firstly, the median filter of the 3 window is used and then the location of the hairy pixels on the skin is accurately detected according to the gray mean value and color information.
The bilinear interpolation is used to modify the gray value of the hairy pixels in order to eliminate the negative effect of noise and tiny hairs on the texture.
After the above pretreatment, the gray level co-occurrence matrix (GLCM) is calculated.
On the basis of this, the four characteristic parameters, including the second moment, contrast, entropy and correlation, and their mean value are calculated at 45 als.
The quantitative evaluation model of skin texture based on GLCM is established, which can calculate the comprehensive parameters of skin condition.
Experiments show that using this method evaluates the skin condition, both based on biochemical indicators of skin evaluation methods in line, but also fully consistent with the human visual experience.
This method overcomes the shortcomings of the biochemical evaluation method of skin damage and long waiting time, also the subjectivity and fuzziness of the visual evaluation, which achieves the non-destructive, rapid and quantitative evaluation of skin condition.
It can be used for health assessment or classification of the skin condition, also can quantitatively evaluate the subtle improvement of skin condition after using skin care products or stage beauty.
American Psychological Association (APA)
Pang, Hui& Chen, Tianhua& Wang, Xiaoyi& Chang, Zhineng& Shao, Siqi& Zhao, Jing. 2017. Quantitative evaluation methods of skin condition based on texture feature parameters. Saudi Journal of Biological Sciences،Vol. 24, no. 3, pp.514-518.
https://search.emarefa.net/detail/BIM-761708
Modern Language Association (MLA)
Pang, Hui…[et al.]. Quantitative evaluation methods of skin condition based on texture feature parameters. Saudi Journal of Biological Sciences Vol. 24, no. 3 (Mar. 2017), pp.514-518.
https://search.emarefa.net/detail/BIM-761708
American Medical Association (AMA)
Pang, Hui& Chen, Tianhua& Wang, Xiaoyi& Chang, Zhineng& Shao, Siqi& Zhao, Jing. Quantitative evaluation methods of skin condition based on texture feature parameters. Saudi Journal of Biological Sciences. 2017. Vol. 24, no. 3, pp.514-518.
https://search.emarefa.net/detail/BIM-761708
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references : p. 518
Record ID
BIM-761708