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 |
Download PDF |
|
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) |
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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) |
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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 |
6 |
Date of Issue |
2006-01-13 (PRMU, HIP) |
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