Objective evaluation of skin texture condition by image analysis

Toshiyuki Tanaka, Haruna Suzuta

研究成果: Conference contribution

抄録

This paper presents an analysis method that extracts the features of “skin texture” and “unevenness of skin color” from skin images. We determine the effective features for the evaluation of skin texture using a twosample t-test on the cheek and underside of the chin. The results show that the total number of cristae cutis as well as the mean and standard deviation of their area are effective features for skin texture analysis. In addition, the maximum value of an a* image as well as the standard deviation and kurtosis value of a b* image are effective features for assessing the unevenness of skin color. The results of tests show that the standard deviation of the area with changing colors is an effective feature for skin texture analysis.

本文言語English
ホスト出版物のタイトル17th International Conference on Biomedical Engineering - ICBME 2016
編集者James Goh, Chwee Teck Lim, Hwa Liang Leo
出版社Springer Verlag
ページ7-12
ページ数6
ISBN(印刷版)9789811042195
DOI
出版ステータスPublished - 2017
イベント17th International Conference on Biomedical Engineering, ICBME 2016 - Singapore, Singapore
継続期間: 2016 12月 72016 12月 10

出版物シリーズ

名前IFMBE Proceedings
61
ISSN(印刷版)1680-0737

Other

Other17th International Conference on Biomedical Engineering, ICBME 2016
国/地域Singapore
City Singapore
Period16/12/716/12/10

ASJC Scopus subject areas

  • バイオエンジニアリング
  • 生体医工学

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