DocumentCode :
258861
Title :
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
Link To Document :
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