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 |
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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NLP2018-59 |
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) |
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Keyword(1) |
Cellular Neural Network |
Keyword(2) |
Hierarchical Lossless Image Coding |
Keyword(3) |
Adaptive Differential Evolution |
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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 |
#Pages |
4 |
Date of Issue |
2018-08-01 (NLP) |
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