Analysis of Skin Inheritance Using FOS

Author

Kolamkar, Ashwini C. ; Patavardhan, Prashant P.

Author_Institution

Dept. of Electron. & Commun., Gogte Inst. of Technol. Belgaum, Belgaum, India

fYear

2014

fDate

8-10 Jan. 2014

Firstpage

68

Lastpage

72

Abstract

The texture and colour of human skin varies from one individual to another. These two features pave the way for study of skin in detail. These features are inherited by a child, either from its parents or grandparents or both. The study concentrates in determining the skin colour and texture dominance in a child by using image processing techniques. The colour spaces used for extraction of these features are RGB, HSV and YCbCr. First order statistical measures such as mean, standard deviation, variance and entropy are calculated of the captured images. The Fuzzy Logic Toolbox from MATLAB is used for classification and analysis of ambiguity in skin colour and textural features for genetic dominance classification.

Keywords

entropy; feature extraction; fuzzy logic; genetics; image classification; image colour analysis; image texture; skin; statistical analysis; FOS; HSV colour space; Matlab software; RGB colour space; YCbCr colour space; entropy; feature extraction; first-order statistical measures; fuzzy logic toolbox; genetic dominance classification; human skin colour; human skin texture; image analysis; image classification; image processing techniques; mean deviation; skin inheritance analysis; standard deviation; variance analysis; Fuzzy logic; Genetics; Histograms; Image color analysis; Pigmentation; Skin; Standards; First order statistics; fuzzy; skin colour and texture inheritance;

fLanguage

English

Publisher

ieee

Conference_Titel

Signal and Image Processing (ICSIP), 2014 Fifth International Conference on

Conference_Location

Jeju Island

Type

conf

DOI

10.1109/ICSIP.2014.15

Filename

6754853