DocumentCode :
2542222
Title :
Detection, analysis and matching of hair
Author :
Yacoob, Yaser ; Davis, Larry
Author_Institution :
Lab. of Comput. Vision, Univ. Maryland, College Park, MD, USA
Volume :
1
fYear :
2005
fDate :
17-21 Oct. 2005
Firstpage :
741
Abstract :
We develop computational models for measuring hair appearance for comparing different people. The models and methods developed have applications to person recognition and face image indexing. An automatic hair detection algorithm is described and results reported. A multidimensional representation of hair appearance is presented and computational algorithms are described. Results on a dataset of 524 subjects are reported. Identification of people using hair attributes is compared to eigenface-based recognition along with a joint, eigenface-hair based identification.
Keywords :
eigenvalues and eigenfunctions; face recognition; feature extraction; image matching; image representation; automatic hair detection; eigenface-based recognition; eigenface-hair based identification; face image indexing; hair analysis; hair appearance; hair attributes; hair matching; multidimensional representation; person recognition; Application software; Computer vision; Face detection; Face recognition; Forehead; Hair; Humans; Image databases; Image processing; Indexing;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Computer Vision, 2005. ICCV 2005. Tenth IEEE International Conference on
ISSN :
1550-5499
Print_ISBN :
0-7695-2334-X
Type :
conf
DOI :
10.1109/ICCV.2005.75
Filename :
1541327
Link To Document :
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