Title :
Image Analysis and Synthesis of Skin Color Textures by Wavelet Transform
Author :
Doi, Motonori ; Tominaga, Shoji
Author_Institution :
Osaka Electro-Commun. Univ.
Abstract :
The present paper proposes a skin color texture analysis method based on wavelet transform for detecting different texture patterns including local non-periodic features. We modeled skin color texture as the composition of four texture components of base color, internal skin texture, regular surface texture and local texture. The skin color image is decomposed to the four texture components by multi-resolution analysis using wavelet transform. A variety of skin images with different conditions of skin color and texture are created in a linear combination of the texture components. Experimental results show good separation of skin textures by wavelet analysis and realistic synthesized images
Keywords :
image colour analysis; image resolution; image texture; medical image processing; skin; wavelet transforms; base color; image analysis; image synthesis; internal skin texture; local texture; multi-resolution analysis; realistic synthesized images; regular surface texture; skin color image; skin color textures analysis method; texture patterns; wavelet analysis; wavelet transform; Fourier transforms; Frequency; Image analysis; Image color analysis; Image texture analysis; Multiresolution analysis; Pattern analysis; Skin; Wavelet analysis; Wavelet transforms;
Conference_Titel :
Image Analysis and Interpretation, 2006 IEEE Southwest Symposium on
Conference_Location :
Denver, CO
Print_ISBN :
1-4244-0069-4
DOI :
10.1109/SSIAI.2006.1633749