| Presentation | 2018-01-22 Hyperspectral Image Restoration Ryuji Kurihara, Masahiro Okuda, |
|---|---|
| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | We propose a new regularization function for hyperspectral image (HSI) restoration. Spatial-smoothness-based regularization approaches for image restoration have been proposed, and spectral-information-based approaches have also been actively investigated in HSI restoration problem. Proposed method is the regularization which directly takes account of their priori informations at the same time. It also uses priori of multichannel image that they have strong correlation among the channels. Experimental results illustrate the advantage of proposed method over a state-of-the-art methods. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | hyperspectral image restoration / regularization / low-rankness / spatio-spectral gradients |
| Paper # | IT2017-73,SIP2017-81,RCS2017-287 |
| Date of Issue | 2018-01-15 (IT, SIP, RCS) |
| Conference Information | |
| Committee | SIP / IT / RCS |
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| Conference Date | 2018/1/22(2days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Sunport Hall Takamatsu |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
| Chair | Masahiro Okuda(Univ. of Kitakyushu) / Masayoshi Ohashi(Fukuoka Univ.) / Hidekazu Murata(Kyoto Univ.) |
| Vice Chair | Shogo Muramatsu(Niigata Univ.) / Naoyuki Aikawa(TUS) / Jun Muramatsu(NTT) / Yukitoshi Sanada(Keio Univ.) / Eisuke Fukuda(Fujitsu Labs.) / Satoshi Suyama(NTT DoCoMo) |
| Secretary | Shogo Muramatsu(Chiba Inst. of Tech.) / Naoyuki Aikawa(Takushoku Univ.) / Jun Muramatsu(Yokohama College of Commerce) / Yukitoshi Sanada(UEC) / Eisuke Fukuda(Toshiba) / Satoshi Suyama(Hokkaido Univ.) |
| Assistant | Masayoshi Nakamoto(Hiroshima Univ.ひろ) / Sigeaki Kuzuoka(wakayama univ.) / Tetsuya Yamamoto(Panasonic) / Koichi Ishihara(NTT) / Kazushi Muraoka(NEC) / Shinsuke Ibi(Osaka Univ.) / Hiroshi Nishimoto(Mitsubishi Electric) |
| Paper Information | |
| Registration To | Technical Committee on Signal Processing / Technical Committee on Information Theory / Technical Committee on Radio Communication Systems |
|---|---|
| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Hyperspectral Image Restoration |
| Sub Title (in English) | |
| Keyword(1) | hyperspectral image restoration |
| Keyword(2) | regularization |
| Keyword(3) | low-rankness |
| Keyword(4) | spatio-spectral gradients |
| 1st Author's Name | Ryuji Kurihara |
| 1st Author's Affiliation | The University of Kitakyushu(Kitayu U.) |
| 2nd Author's Name | Masahiro Okuda |
| 2nd Author's Affiliation | The University of Kitakyushu(Kitayu U.) |
| Date | 2018-01-22 |
| Paper # | IT2017-73,SIP2017-81,RCS2017-287 |
| Volume (vol) | vol.117 |
| Number (no) | IT-394,SIP-395,RCS-396 |
| Page | pp.pp.107-111(IT), pp.107-111(SIP), pp.107-111(RCS), |
| #Pages | 5 |
| Date of Issue | 2018-01-15 (IT, SIP, RCS) |