DocumentCode :
606004
Title :
Natural skin color transformation based on color subspace learning
Author :
Muta, K. ; Seo, Munkyo ; Guifang Duan ; Yen-Wei Chen
Author_Institution :
Grad. Sch. of Sci. & Eng., Ritsumeikan Univ., Kusatsu, Japan
fYear :
2012
fDate :
23-25 Oct. 2012
Firstpage :
491
Lastpage :
494
Abstract :
With the rapid spread of digital cameras, a growing interest has been seen in image processing for beautification. Pseudo make-up face can be generated by a variety of user´s preferred make-up as the image processing method for beautification. But unnatural image be generated by this method because of different lighting conditions or skin colors between two images. Our proposed method can generate more natural images by transforming skin color which based on color subspace learning. We also developed a skin color transformation system, which can transform the effect of make-up rapidly and naturally.
Keywords :
cameras; feature extraction; image colour analysis; learning (artificial intelligence); lighting; skin; beautification; color subspace learning; digital cameras; image processing; image processing method; lighting conditions; natural skin color transformation; pseudo make-up face; unnatural image; user preferred make-up; Automatic Feature Points Extraction; Beautification; Color Transfer; Image Processing; Make-up;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Information Science and Service Science and Data Mining (ISSDM), 2012 6th International Conference on New Trends in
Conference_Location :
Taipei
Print_ISBN :
978-1-4673-0876-2
Type :
conf
Filename :
6528684
Link To Document :
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