DocumentCode :
2115650
Title :
Reconstruction of Human Face for Different Age Based on the Log-gabor Wavelet
Author :
Zhang, Jian-Ming ; Fan, Li-Jing ; Zhan, Yong-Zhao ; Sheng, Ping
Author_Institution :
Sch. of Comput. Sci. & Commun. Eng., Jiangsu Univ., Zhenjiang
Volume :
2
fYear :
2008
fDate :
20-22 Dec. 2008
Firstpage :
354
Lastpage :
357
Abstract :
A new method is proposed for reconstruction of different age human face based on the face shape and age texture. First, average face shapes are obtained by punctuating on different age faces, and the faces are warped by radial basis function to the average shapes. Second, by decomposing and selecting the elderly face images using the log-Gabor wavelet, we can get age texture, then add it to the warped face. Finally, we can reconstruct the target age of human face by judging the age of human face through the age estimation function, adjusting age texture parameter that can control wrinkle´s changes. Experimental results show that the method can reconstruct different age for human faces which are more sincerity.
Keywords :
face recognition; image reconstruction; image texture; wavelet transforms; age estimation function; face texture; human face reconstruction; log-Gabor wavelet; age estimation; age texture; different age; face shape; reconstruction;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Information Science and Engineering, 2008. ISISE '08. International Symposium on
Conference_Location :
Shanghai
Print_ISBN :
978-1-4244-2727-4
Type :
conf
DOI :
10.1109/ISISE.2008.147
Filename :
4732410
Link To Document :
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