Title :
Facial Aging Simulator Based on Patch-Based Facial Texture Reconstruction
Author :
Maejima, Akinobu ; Mizokawa, Ai ; Kuwahara, D. ; Morishima, Satoru
Author_Institution :
Waseda Univ., Tokyo, Japan
Abstract :
We propose a facial aging simulator which can synthesize a photo realistic human aged-face image for criminal investigation. Our aging simulator is based on the patch-based facial texture reconstruction with a wrinkle aging pattern model. The advantage of our method is to synthesize an aged-face image with detailed skin texture such as spots and somberness of facial skin, as well as age-related facial wrinkles without blurs that are derived from lack of accurate pixel-wise alignments as in the linear combination model, while maintaining the identity of the original face.
Keywords :
image reconstruction; image texture; police data processing; aged-face image synthesis; criminal investigation; facial aging simulator; facial skin; linear combination model; patch-based facial texture reconstruction; photorealistic human aged-face image; pixel-wise alignments; skin texture; wrinkle aging pattern model; Aging; Approximation methods; Databases; Face; Image reconstruction; Shape; Skin; facial aging; patch-based texture reconstruction; statistical winkle aging pattern model;
Conference_Titel :
Pattern Recognition (ACPR), 2013 2nd IAPR Asian Conference on
Conference_Location :
Naha
DOI :
10.1109/ACPR.2013.187