Paper Abstract and Keywords |
Presentation |
2009-03-11 11:10
Face Recognition Characteristics of AEH Model Using LoG Filter Yuuki Yamazaki, Hironobu Takano, Kiyomi Nakamura (Toyama Prefectural Univ.) NC2008-106 |
Abstract |
(in Japanese) |
(See Japanese page) |
(in English) |
The face recognition system using an association cortex - entorhinal cortex - hippocampal formation model (AEH model) based on neurophysiological knowledge and Jones's hypothesis was developed. This system was fragile against the varietation of facial expession and the positional deviation of input facal image. In this study, we improved the AEH model by introducing the LoG (Laplacian of Gaussian) filter, similar to the sensitivity characteristics of receptive field in the retinal ganglion cell. The experimental results showed that the proposed
method allowed the positional deviation of input facial image within ± 3 pixels. In addition, the face recognition rate of the AEH model using both LoG filter and hierarchical network was 94.4%. |
Keyword |
(in Japanese) |
(See Japanese page) |
(in English) |
AEH model / Face recognition / LoG filter / / / / / |
Reference Info. |
IEICE Tech. Rep., vol. 108, no. 480, NC2008-106, pp. 19-24, March 2009. |
Paper # |
NC2008-106 |
Date of Issue |
2009-03-04 (NC) |
ISSN |
Print edition: ISSN 0913-5685 Online edition: ISSN 2432-6380 |
Copyright and reproduction |
All rights are reserved and no part of this publication may be reproduced or transmitted in any form or by any means, electronic or mechanical, including photocopy, recording, or any information storage and retrieval system, without permission in writing from the publisher. Notwithstanding, instructors are permitted to photocopy isolated articles for noncommercial classroom use without fee. (License No.: 10GA0019/12GB0052/13GB0056/17GB0034/18GB0034) |
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NC2008-106 |
Conference Information |
Committee |
NC MBE |
Conference Date |
2009-03-11 - 2009-03-13 |
Place (in Japanese) |
(See Japanese page) |
Place (in English) |
Tamagawa Univ. |
Topics (in Japanese) |
(See Japanese page) |
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Paper Information |
Registration To |
NC |
Conference Code |
2009-03-NC-MBE |
Language |
Japanese |
Title (in Japanese) |
(See Japanese page) |
Sub Title (in Japanese) |
(See Japanese page) |
Title (in English) |
Face Recognition Characteristics of AEH Model Using LoG Filter |
Sub Title (in English) |
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Keyword(1) |
AEH model |
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Face recognition |
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LoG filter |
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1st Author's Name |
Yuuki Yamazaki |
1st Author's Affiliation |
Toyama Prefectural University (Toyama Prefectural Univ.) |
2nd Author's Name |
Hironobu Takano |
2nd Author's Affiliation |
Toyama Prefectural University (Toyama Prefectural Univ.) |
3rd Author's Name |
Kiyomi Nakamura |
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Toyama Prefectural University (Toyama Prefectural Univ.) |
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Speaker |
Author-1 |
Date Time |
2009-03-11 11:10:00 |
Presentation Time |
25 minutes |
Registration for |
NC |
Paper # |
NC2008-106 |
Volume (vol) |
vol.108 |
Number (no) |
no.480 |
Page |
pp.19-24 |
#Pages |
6 |
Date of Issue |
2009-03-04 (NC) |
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