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Paper Abstract and Keywords
Presentation 2019-11-22 14:00
[Poster Presentation] Shape recognition of objects placed in the middle or on the bottom of water by applying deep learning to their acoustic images
Ryouta Shinoda, Kazuhiko Ohta (KIT) EA2019-51 EMM2019-79
Abstract (in Japanese) (See Japanese page) 
(in English) In order to recognize and classify different shapes of objects placed on the bottom of water and in the middle of water, the acoustic output images and the reflected waveform of the objects were acquired using a fish finder, and then an image classification was conducted using a deep convolutional neural network for automatic shape judgment. The results of this study will be applied to the detection and tracking technology of underwater moving objects.
Keyword (in Japanese) (See Japanese page) 
(in English) Deep learning / Image classification / sonar / / / / /  
Reference Info. IEICE Tech. Rep., vol. 119, no. 306, EA2019-51, pp. 5-6, Nov. 2019.
Paper # EA2019-51 
Date of Issue 2019-11-15 (EA, EMM) 
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 EA2019-51 EMM2019-79

Conference Information
Committee EA EMM  
Conference Date 2019-11-22 - 2019-11-23 
Place (in Japanese) (See Japanese page) 
Place (in English) Kanazawa Institute of Technology 
Topics (in Japanese) (See Japanese page) 
Topics (in English) [Beginners Session] Engineering/Electro Acoustics, Content Processing, Digital Watermarking, Musical Acoustic, and Related Topics 
Paper Information
Registration To EA 
Conference Code 2019-11-EA-EMM 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) Shape recognition of objects placed in the middle or on the bottom of water by applying deep learning to their acoustic images 
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Keyword(1) Deep learning  
Keyword(2) Image classification  
Keyword(3) sonar  
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1st Author's Name Ryouta Shinoda  
1st Author's Affiliation Kanazawa institute of Technology (KIT)
2nd Author's Name Kazuhiko Ohta  
2nd Author's Affiliation Kanazawa institute of Technology (KIT)
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Speaker Author-1 
Date Time 2019-11-22 14:00:00 
Presentation Time 90 minutes 
Registration for EA 
Paper # EA2019-51, EMM2019-79 
Volume (vol) vol.119 
Number (no) no.306(EA), no.307(EMM) 
Page pp.5-6 
#Pages 2 
Date of Issue 2019-11-15 (EA, EMM) 

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