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Paper Abstract and Keywords
Presentation 2017-07-27 13:30
[Invited Talk] Image Processing with Neural Networks
Satoshi Iizuka (Waseda Univ.) SP2017-15
Abstract (in Japanese) (See Japanese page) 
(in English) Recently, multilayered neural networks, forming the basis of deep learning, have been used for various cases of image processing and generation. This technique is attracting a great deal of attention in the fields of computer vision and computer graphics, and will continue to develop rapidly. In the presentation, we explain the modern neural network structures and training procedures that are able to directly output desired images. We also present applications of deep learning for image processing, such as image colorization and image completion, and discuss the challenges of these tasks.
Keyword (in Japanese) (See Japanese page) 
(in English) Image Processing / Deep Learning / Convolutional Neural Networks / / / / /  
Reference Info. IEICE Tech. Rep., vol. 117, no. 160, SP2017-15, pp. 1-1, July 2017.
Paper # SP2017-15 
Date of Issue 2017-07-20 (SP) 
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 SP2017-15

Conference Information
Committee SP IPSJ-SLP  
Conference Date 2017-07-27 - 2017-07-28 
Place (in Japanese) (See Japanese page) 
Place (in English) Akiu Resort Hotel Crescent 
Topics (in Japanese) (See Japanese page) 
Topics (in English) Speech recognition and understanding, dialog system, etc. 
Paper Information
Registration To SP 
Conference Code 2017-07-SP-SLP 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) Image Processing with Neural Networks 
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Keyword(1) Image Processing  
Keyword(2) Deep Learning  
Keyword(3) Convolutional Neural Networks  
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1st Author's Name Satoshi Iizuka  
1st Author's Affiliation Waseda University (Waseda Univ.)
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Date Time 2017-07-27 13:30:00 
Presentation Time 60 minutes 
Registration for SP 
Paper # SP2017-15 
Volume (vol) vol.117 
Number (no) no.160 
Page p.1 
#Pages
Date of Issue 2017-07-20 (SP) 


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