Title :
Automatic personalized facial sketch based on ASM
Author :
Sun, Yanming ; Miao, Zhenjiang ; Wang, Yi ; Wang, Zhao
Author_Institution :
Inst. of Inf. Sci., Beijing Jiaotong Univ., Beijing, China
Abstract :
The research on how to make a photo-based personalized facial sketch has important scientific significance and practical values. This paper proposes a method on how to generate a personalized sketch from digital color photo. First, the feature points are automatically extracted through Active Shape Model and the positions of these points are recorded; then, the style factor can be got from stylized samples. Finally, the personalized sketches will be generated through image warping. This method can be used in many applications such as caricature.
Keywords :
face recognition; feature extraction; image colour analysis; ASM; active shape model; automatic personalized facial sketch; digital color photo; feature point extraction; image warping; Active shape model; Computer vision; Eyes; Face detection; Facial features; Glass; Hair; Humans; Image generation; Information science; Active Shape Model; feature points; image warping; personalized facial sketch; style factor;
Conference_Titel :
Image Analysis and Signal Processing (IASP), 2010 International Conference on
Conference_Location :
Zhejiang
Print_ISBN :
978-1-4244-5554-6
Electronic_ISBN :
978-1-4244-5556-0
DOI :
10.1109/IASP.2010.5476149
