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Paper Abstract and Keywords
Presentation 2014-05-16 09:45
Automatic Hand Gestures Detection using Doppler Sensors
Junya Oikawa, Eiji Kamioka (Shibaura Inst. of Tech.) MoNA2014-8
Abstract (in Japanese) (See Japanese page) 
(in English) Several gesture interface have been put into practical use as intuitive human interfaces. However, these are not always user-friendly interfaces in terms of the convenience, cost and psychological burden to the users. This study proposes an automatic hand gesture recognition technique with Doppler sensors. Concretely, the execution time periods of a push-gesture and a move-gesture are automatically detected by processing the output signals from five Doppler sensors, and the sequence of the gestures is identified using machine learning technique. In addition, the effectiveness of the proposed method will be discussed through a verification experiment.
Keyword (in Japanese) (See Japanese page) 
(in English) Doppler Sensor / Gesture Identification / Machine Learning / Short-time Fourier Transform / / / /  
Reference Info. IEICE Tech. Rep., vol. 114, no. 31, MoNA2014-8, pp. 121-126, May 2014.
Paper # MoNA2014-8 
Date of Issue 2014-05-08 (MoNA) 
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)
Download PDF MoNA2014-8

Conference Information
Committee MoNA IPSJ-DPS IPSJ-MBL  
Conference Date 2014-05-15 - 2014-05-16 
Place (in Japanese) (See Japanese page) 
Place (in English)  
Topics (in Japanese) (See Japanese page) 
Topics (in English)  
Paper Information
Registration To MoNA 
Conference Code 2014-05-MoNA-DPS-MBL 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) Automatic Hand Gestures Detection using Doppler Sensors 
Sub Title (in English)  
Keyword(1) Doppler Sensor  
Keyword(2) Gesture Identification  
Keyword(3) Machine Learning  
Keyword(4) Short-time Fourier Transform  
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1st Author's Name Junya Oikawa  
1st Author's Affiliation Shibaura Institute of Technology (Shibaura Inst. of Tech.)
2nd Author's Name Eiji Kamioka  
2nd Author's Affiliation Shibaura Institute of Technology (Shibaura Inst. of Tech.)
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Speaker Author-1 
Date Time 2014-05-16 09:45:00 
Presentation Time 25 minutes 
Registration for MoNA 
Paper # MoNA2014-8 
Volume (vol) vol.114 
Number (no) no.31 
Page pp.121-126 
#Pages 6 
Date of Issue 2014-05-08 (MoNA) 

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