| Presentation | 2018-08-08 Hierarchical Lossless Image Coding Using CNN Predictors Optimized by Adaptive Differential Evolution Yuki Kawai, Yuki Nagano, Hideharu Toda, Hisashi Aomori, Tsuyoshi Otake, Ichiro Matsuda, Susumu Itoh, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(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) |
| Keyword(in English) | Cellular Neural Network / Hierarchical Lossless Image Coding / Adaptive Differential Evolution |
| Paper # | NLP2018-59 |
| Date of Issue | 2018-08-01 (NLP) |
| Conference Information | |
| Committee | NLP |
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| Conference Date | 2018/8/8(2days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Saiwai-cho Campus, Kagawa Univ. |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | etc. |
| Chair | Norikazu Takahashi(Okayama Univ.) |
| Vice Chair | Hiroaki Kurokawa(Tokyo Univ. of Tech.) |
| Secretary | Hiroaki Kurokawa(Hiroshima Inst. of Tech.) |
| Assistant | Masayuki Kimura(Kyoto Univ.) / Yutaka Shimada(Saitama Univ.) |
| Paper Information | |
| Registration To | Technical Committee on Nonlinear Problems |
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| Language | JPN |
| 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) |
| Date | 2018-08-08 |
| Paper # | NLP2018-59 |
| Volume (vol) | vol.118 |
| Number (no) | NLP-174 |
| Page | pp.pp.35-38(NLP), |
| #Pages | 4 |
| Date of Issue | 2018-08-01 (NLP) |