Paper Abstract and Keywords |
Presentation |
2016-09-06 09:00
Finger shape recognition using shape subspaces Ryoma Yataka, Kazuhiro Fukui (Tsukuba Univ.) PRMU2016-75 IBISML2016-30 |
Abstract |
(in Japanese) |
(See Japanese page) |
(in English) |
In this paper, we propose a framework to perform a finger shape recognition by using the 3D information of feature points such as fingertips and joints. To realize the framework, we first introduce a 3D separability filter that can extract feature points stably at high speed. Then, we generate a shape space from the obtained feature points from a given finger shape. Recognition of an input finger shape is performed based on the similarity between the corresponding shape spaces and subspaces of finger classes. The effectiveness of the proposed framework is evaluated by experiments using real hand shape data. |
Keyword |
(in Japanese) |
(See Japanese page) |
(in English) |
3D separability filter / shape subspace / finger shape recognition / / / / / |
Reference Info. |
IEICE Tech. Rep., vol. 116, no. 208, PRMU2016-75, pp. 167-172, Sept. 2016. |
Paper # |
PRMU2016-75 |
Date of Issue |
2016-08-29 (PRMU, IBISML) |
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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PRMU2016-75 IBISML2016-30 |
Conference Information |
Committee |
PRMU IPSJ-CVIM IBISML |
Conference Date |
2016-09-05 - 2016-09-06 |
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(See Japanese page) |
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Paper Information |
Registration To |
PRMU |
Conference Code |
2016-09-PRMU-CVIM-IBISML |
Language |
Japanese |
Title (in Japanese) |
(See Japanese page) |
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(See Japanese page) |
Title (in English) |
Finger shape recognition using shape subspaces |
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3D separability filter |
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shape subspace |
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finger shape recognition |
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1st Author's Name |
Ryoma Yataka |
1st Author's Affiliation |
University of Tsukuba (Tsukuba Univ.) |
2nd Author's Name |
Kazuhiro Fukui |
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University of Tsukuba (Tsukuba Univ.) |
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Speaker |
Author-1 |
Date Time |
2016-09-06 09:00:00 |
Presentation Time |
30 minutes |
Registration for |
PRMU |
Paper # |
PRMU2016-75, IBISML2016-30 |
Volume (vol) |
vol.116 |
Number (no) |
no.208(PRMU), no.209(IBISML) |
Page |
pp.167-172 |
#Pages |
6 |
Date of Issue |
2016-08-29 (PRMU, IBISML) |
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