DocumentCode :
3486153
Title :
The importance of the color information in face recognition
Author :
Torres, L. ; Reutter, J.Y. ; Lorente, L.
Author_Institution :
Univ. Politecnica de Catalunya, Barcelona, Spain
Volume :
3
fYear :
1999
fDate :
1999
Firstpage :
627
Abstract :
A common feature found in practically all technical approaches proposed for face recognition is the use of only the luminance information associated to the face image. One may wonder if this is due to the low importance of the color information in face recognition or due to other less technical reasons such as the no availability of color image database. Motivated by this reasoning, we have performed a variety of tests using a global eigen approach developed previously, which has been modified to cope with the color information. Our results show that the use of the color information embedded in a eigen approach, improve the recognition rate when compared to the same scheme which uses only the luminance information
Keywords :
face recognition; image colour analysis; visual databases; color image database; color information; face image; face recognition; global eigen approach; luminance information; reasoning; Availability; Color; Covariance matrix; Face recognition; Image databases; Image recognition; Performance evaluation; Principal component analysis; Testing; Vectors;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Image Processing, 1999. ICIP 99. Proceedings. 1999 International Conference on
Conference_Location :
Kobe
Print_ISBN :
0-7803-5467-2
Type :
conf
DOI :
10.1109/ICIP.1999.817191
Filename :
817191
Link To Document :
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