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Paper Abstract and Keywords
Presentation 2006-01-20 16:55
Performance evaluation of face recognition in wavelet domain
Yuzuko Utsumi, Yoshio Iwai, Masahiko Yachida (Osaka Univ.)
Abstract (in Japanese) (See Japanese page) 
(in English) In recent years, many image features have been used for face
recognition. The Gabor wavelet feature is one of famous image features
used in a face recognition system because the recognition rate of the
system is comparatively better than that of the system using
Eigenface.
However, it is unclear that the Gabor wavelet features are the best wavelet
features for face recognition or not.

In this paper, we extract image features of facial images from various
wavelet transforms (e.g., Haar, French hat, Mexican hat, Daubechies,
Coiflet, Symlet, and O-spline), and evaluate the performance of face
recognition.
We also compare the recognition performance of fixed scaling wavelet
features with that of adaptive scaling wavelet features.
As a result, the performance of the wavelets we used is almost the same as
that of the Gabor wavelet, and the performance of adaptive scaling
wavelet features is better than that of fixed scaling wavelet features.
Keyword (in Japanese) (See Japanese page) 
(in English) face recognition / wavelet transform / feature extraction / adaptive scaling feature / / / /  
Reference Info. IEICE Tech. Rep., vol. 105, no. 534, PRMU2005-173, pp. 141-146, Jan. 2006.
Paper # PRMU2005-173 
Date of Issue 2006-01-13 (PRMU, HIP) 
ISSN Print edition: ISSN 0913-5685
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Conference Information
Committee PRMU HIP  
Conference Date 2006-01-19 - 2006-01-20 
Place (in Japanese) (See Japanese page) 
Place (in English) Osaka Univ. 
Topics (in Japanese) (See Japanese page) 
Topics (in English)  
Paper Information
Registration To PRMU 
Conference Code 2006-01-PRMU-HIP 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) Performance evaluation of face recognition in wavelet domain 
Sub Title (in English)  
Keyword(1) face recognition  
Keyword(2) wavelet transform  
Keyword(3) feature extraction  
Keyword(4) adaptive scaling feature  
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1st Author's Name Yuzuko Utsumi  
1st Author's Affiliation Osaka University (Osaka Univ.)
2nd Author's Name Yoshio Iwai  
2nd Author's Affiliation Osaka University (Osaka Univ.)
3rd Author's Name Masahiko Yachida  
3rd Author's Affiliation Osaka University (Osaka Univ.)
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Speaker Author-1 
Date Time 2006-01-20 16:55:00 
Presentation Time 30 minutes 
Registration for PRMU 
Paper # PRMU2005-173, HIP2005-143 
Volume (vol) vol.105 
Number (no) no.534(PRMU), no.536(HIP) 
Page pp.141-146 
#Pages
Date of Issue 2006-01-13 (PRMU, HIP) 


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