Paper Abstract and Keywords |
Presentation |
2023-03-01 13:30
Person Authentication based on Palm Images Using CNN Kai Ebato, Kouya Tochikubo, Mitsuhiko Meguro (Nihon Univ.) BioX2022-67 CNR2022-33 |
Abstract |
(in Japanese) |
(See Japanese page) |
(in English) |
While conventional biometric authentication extracts geometric features from images, this paper proposes a personal authentication method that identifies a person’s palm image without extracting geometric features using convolutional neural networks (CNN), which are considered superior for image recognition. In this paper, the batch sizes representing the amount of data partitioning are 32, 64, 128 and 256, and image sizes are 16, 32, 64, 128 and 256 pixels. We evaluate the accuracy of authentication by processing images captured by a smartphone into gray scaled and edge-extracted images, which are then divided into machine learning images and evaluation images. |
Keyword |
(in Japanese) |
(See Japanese page) |
(in English) |
Biometric Authentication / CNN / Palm Images / / / / / |
Reference Info. |
IEICE Tech. Rep., vol. 122, no. 394, BioX2022-67, pp. 30-35, March 2023. |
Paper # |
BioX2022-67 |
Date of Issue |
2023-02-22 (BioX, CNR) |
ISSN |
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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BioX2022-67 CNR2022-33 |
Conference Information |
Committee |
CNR BioX |
Conference Date |
2023-03-01 - 2023-03-02 |
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Registration To |
BioX |
Conference Code |
2023-03-CNR-BioX |
Language |
Japanese |
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Title (in English) |
Person Authentication based on Palm Images Using CNN |
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Biometric Authentication |
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CNN |
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Palm Images |
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1st Author's Name |
Kai Ebato |
1st Author's Affiliation |
Nihon University (Nihon Univ.) |
2nd Author's Name |
Kouya Tochikubo |
2nd Author's Affiliation |
Nihon University (Nihon Univ.) |
3rd Author's Name |
Mitsuhiko Meguro |
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Nihon University (Nihon Univ.) |
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Speaker |
Author-1 |
Date Time |
2023-03-01 13:30:00 |
Presentation Time |
30 minutes |
Registration for |
BioX |
Paper # |
BioX2022-67, CNR2022-33 |
Volume (vol) |
vol.122 |
Number (no) |
no.394(BioX), no.395(CNR) |
Page |
pp.30-35 |
#Pages |
6 |
Date of Issue |
2023-02-22 (BioX, CNR) |
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