Paper Abstract and Keywords |
Presentation |
2017-06-01 15:00
A Fundamental Study on Hand Gesture Recognition in Infrared Image Using Co-occurrence Histograms of Oriented Gradients and Random Forests Satoshi Murashige, Takanori Koga (NIT, Tokuyama Col.) SIS2017-9 |
Abstract |
(in Japanese) |
(See Japanese page) |
(in English) |
Recently, many interactive art works have been produced using a projector-camera system. In the case of using table-top type works, it is necessary to use an infrared camera to track viewers' hand gestures. However, few studies have been reported using hand gesture recognition with an infrared camera. In this study, we aim to prototype a system for recognizing desired hand gestures performed by viewers from infrared images and evaluate its accuracy. Concretely, we build a hand gesture recognition system using Co-occurrence histograms of oriented gradients and Random forests, and report the experimental results of its recognition performance. |
Keyword |
(in Japanese) |
(See Japanese page) |
(in English) |
Infrared Image / Co-occurrence Histograms of Oriented Gradients / Random Forests / Hand Gesture Recognition / / / / |
Reference Info. |
IEICE Tech. Rep., vol. 117, no. 70, SIS2017-9, pp. 47-50, June 2017. |
Paper # |
SIS2017-9 |
Date of Issue |
2017-05-25 (SIS) |
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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SIS2017-9 |
Conference Information |
Committee |
SIS |
Conference Date |
2017-06-01 - 2017-06-02 |
Place (in Japanese) |
(See Japanese page) |
Place (in English) |
Housen-Sou (Beppu) |
Topics (in Japanese) |
(See Japanese page) |
Topics (in English) |
Smart Personal Systems, etc. |
Paper Information |
Registration To |
SIS |
Conference Code |
2017-06-SIS |
Language |
Japanese |
Title (in Japanese) |
(See Japanese page) |
Sub Title (in Japanese) |
(See Japanese page) |
Title (in English) |
A Fundamental Study on Hand Gesture Recognition in Infrared Image Using Co-occurrence Histograms of Oriented Gradients and Random Forests |
Sub Title (in English) |
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Keyword(1) |
Infrared Image |
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Co-occurrence Histograms of Oriented Gradients |
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Random Forests |
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Hand Gesture Recognition |
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1st Author's Name |
Satoshi Murashige |
1st Author's Affiliation |
National Institute of Technology, Tokuyama College (NIT, Tokuyama Col.) |
2nd Author's Name |
Takanori Koga |
2nd Author's Affiliation |
National Institute of Technology, Tokuyama College (NIT, Tokuyama Col.) |
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Speaker |
Author-1 |
Date Time |
2017-06-01 15:00:00 |
Presentation Time |
20 minutes |
Registration for |
SIS |
Paper # |
SIS2017-9 |
Volume (vol) |
vol.117 |
Number (no) |
no.70 |
Page |
pp.47-50 |
#Pages |
4 |
Date of Issue |
2017-05-25 (SIS) |
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