DocumentCode :
3401480
Title :
Age and gender estimation from facial image processing
Author :
Hayashi, J. ; Yasumoto, M. ; Ito, H. ; Niwa, Y. ; Koshimizu, H.
Author_Institution :
SCCS, Chukyo Univ., Toyota, Japan
Volume :
1
fYear :
2002
fDate :
5-7 Aug. 2002
Firstpage :
13
Abstract :
We are researching about an age and gender estimation based on wrinkle texture and color of facial images. A preliminary questionnaire (enquete) examination on how effectively the facial images could be used for gender and age estimations was executed by using 300 different faces and 21 examinees. Wrinkles appearing in the face and the shape and size of the facial parts are selected to model the age and gender estimation in this research basing on this enquete. Basing on this preliminary consideration, an image-processing algorithm for wrinkle modeling, was proposed. In addition, a method for making relationships between facial images and their keywords was proposed by using the latent semantic indexing. An efficient interface for displaying the relationships among keywords and facial images has been introduced with 2D/3D-feature space defined by the indexing.
Keywords :
face recognition; feature extraction; image colour analysis; image texture; skin; age estimation; color; facial image processing; gender estimation; latent semantic indexing; wrinkle modeling; wrinkle texture; Humans; Image processing; Indexing; Indium phosphide; Large Hadron Collider; Psychology; Shape; Skin;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
SICE 2002. Proceedings of the 41st SICE Annual Conference
Print_ISBN :
0-7803-7631-5
Type :
conf
DOI :
10.1109/SICE.2002.1195171
Filename :
1195171
Link To Document :
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