Paper Abstract and Keywords |
Presentation |
2013-01-25 17:05
A Study on Finger Character Recognition using Kinect Kai Inoue, Takeshi Saitoh (KIT) MBE2012-81 |
Abstract |
(in Japanese) |
(See Japanese page) |
(in English) |
We propose a finger character recognition method using Microsoft Kinect. In our proposed method, we automatically extract the right hand region from depth image which captured by Kinect. Next, we calculate six features of number of finger, aspect ratio, area ratio, roundness, range ratio, and Foureir descriptor. These features are fed to SVMs. In order to prevent wrong recognition in a real-time process, we implement two functions of motionless judge and voting process. We set 41 Japanese finger characters without a motion as the target, and the evaluation experiment was carried out with five subjects. As the result, we obtained the recognition rate of 95\% of person dependent recognition, and 53\% of person independent recognition. |
Keyword |
(in Japanese) |
(See Japanese page) |
(in English) |
finger character recognition / depth image / feature / SVM / Kinect / / / |
Reference Info. |
IEICE Tech. Rep., vol. 112, no. 417, MBE2012-81, pp. 45-50, Jan. 2013. |
Paper # |
MBE2012-81 |
Date of Issue |
2013-01-18 (MBE) |
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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MBE2012-81 |
Conference Information |
Committee |
MBE |
Conference Date |
2013-01-25 - 2013-01-26 |
Place (in Japanese) |
(See Japanese page) |
Place (in English) |
Kyushu Institute of Technologyy |
Topics (in Japanese) |
(See Japanese page) |
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Paper Information |
Registration To |
MBE |
Conference Code |
2013-01-MBE |
Language |
Japanese |
Title (in Japanese) |
(See Japanese page) |
Sub Title (in Japanese) |
(See Japanese page) |
Title (in English) |
A Study on Finger Character Recognition using Kinect |
Sub Title (in English) |
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finger character recognition |
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depth image |
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feature |
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SVM |
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Kinect |
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1st Author's Name |
Kai Inoue |
1st Author's Affiliation |
Kyushu Institute of Technology (KIT) |
2nd Author's Name |
Takeshi Saitoh |
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Kyushu Institute of Technology (KIT) |
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Speaker |
Author-1 |
Date Time |
2013-01-25 17:05:00 |
Presentation Time |
25 minutes |
Registration for |
MBE |
Paper # |
MBE2012-81 |
Volume (vol) |
vol.112 |
Number (no) |
no.417 |
Page |
pp.45-50 |
#Pages |
6 |
Date of Issue |
2013-01-18 (MBE) |
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