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Paper Abstract and Keywords
Presentation 2018-08-08 15:25
Hierarchical Lossless Image Coding Using CNN Predictors Optimized by Adaptive Differential Evolution
Yuki Kawai, Yuki Nagano, Hideharu Toda, Hisashi Aomori (Chukyo Univ.), Tsuyoshi Otake (Tamagawa Univ.), Ichiro Matsuda, Susumu Itoh (TUS) NLP2018-59
Abstract (in Japanese) (See Japanese page) 
(in English) We have been proposed on hierarchical lossless image coding using predictors composed of Cellular Neural Network(CNN).Their shapes and assignment are optimized to minizing coding bits.In the conventional method, a sequential search method for searching space defined by a hypercube was emploied.However, since a sequential search method is easily trapped in local minimum, development of effective search method has become issue.In this paper, to address the aforementioned problems, an adaptive differential evolution are introduced into the optimization of CNN predictors and their assignment.The effectiveness of proposed method confirmed by coding experiment on various images.
Keyword (in Japanese) (See Japanese page) 
(in English) Cellular Neural Network / Hierarchical Lossless Image Coding / Adaptive Differential Evolution / / / / /  
Reference Info. IEICE Tech. Rep., vol. 118, no. 174, NLP2018-59, pp. 35-38, Aug. 2018.
Paper # NLP2018-59 
Date of Issue 2018-08-01 (NLP) 
ISSN Print edition: ISSN 0913-5685    Online edition: ISSN 2432-6380
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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Conference Information
Committee NLP  
Conference Date 2018-08-08 - 2018-08-09 
Place (in Japanese) (See Japanese page) 
Place (in English) Saiwai-cho Campus, Kagawa Univ. 
Topics (in Japanese) (See Japanese page) 
Topics (in English) etc. 
Paper Information
Registration To NLP 
Conference Code 2018-08-NLP 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) Hierarchical Lossless Image Coding Using CNN Predictors Optimized by Adaptive Differential Evolution 
Sub Title (in English)  
Keyword(1) Cellular Neural Network  
Keyword(2) Hierarchical Lossless Image Coding  
Keyword(3) Adaptive Differential Evolution  
1st Author's Name Yuki Kawai  
1st Author's Affiliation Chukyo University (Chukyo Univ.)
2nd Author's Name Yuki Nagano  
2nd Author's Affiliation Chukyo University (Chukyo Univ.)
3rd Author's Name Hideharu Toda  
3rd Author's Affiliation Chukyo University (Chukyo Univ.)
4th Author's Name Hisashi Aomori  
4th Author's Affiliation Chukyo University (Chukyo Univ.)
5th Author's Name Tsuyoshi Otake  
5th Author's Affiliation Tamagawa University (Tamagawa Univ.)
6th Author's Name Ichiro Matsuda  
6th Author's Affiliation Tokyo University of Science (TUS)
7th Author's Name Susumu Itoh  
7th Author's Affiliation Tokyo University of Science (TUS)
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Speaker Author-1 
Date Time 2018-08-08 15:25:00 
Presentation Time 25 minutes 
Registration for NLP 
Paper # NLP2018-59 
Volume (vol) vol.118 
Number (no) no.174 
Page pp.35-38 
Date of Issue 2018-08-01 (NLP) 

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