| Presentation | 2019-03-14 Detection of Important ICA Basis Based on Mean Square Error in ICA-DCT Hybrid Typed Image Coding Atsushi Togashi, Masashi Kameda, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | The ICA-DCT hybrid typed image coding method which uses both DCT bases and ICA bases appropriately for each small spatial region of a given input image in the rate-distortion sense has been proposed to obtain the higher coding performances than the ordinary orthogonal transform coding like JPEG. However, our conventional method has a problem that the amount of additional information needs to preserve a set of ICA basis themselves in each image. This paper presents an effective detection method of the optimum ICA basis to improve the image quality at the lower bit rate. It is seen in our experimental results that the PSNR of our coding method using the optimum ICA basis is improved slightly compared to the case of only DCT bases at the same bit rate. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Independent Component Analysis / Discrete Cosine Transform / ICA-DCT Hybrid Typed Image Coding / Mean Square Error |
| Paper # | IMQ2018-49,IE2018-133,MVE2018-80 |
| Date of Issue | 2019-03-07 (IMQ, IE, MVE) |
| Conference Information | |
| Committee | IMQ / IE / MVE / CQ |
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| Conference Date | 2019/3/14(2days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Kagoshima University |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | media of five senses, multimedia, media experience, picture codinge, image media quality, network,quality and reliability, etc |
| Chair | Kenji Sugiyama(Seikei Univ.) / Takayuki Hamamoto(Tokyo Univ. of Science) / Kenji Mase(Nagoya Univ.) / Takanori Hayashi(Hiroshima Inst. of Tech.) |
| Vice Chair | Toshiya Nakaguchi(Chiba Univ.) / Mitsuru Maeda(Canon) / Hideaki Kimata(NTT) / Kazuya Kodama(NII) / Masayuki Ihara(NTT) / Hideyuki Shimonishi(NEC) / Jun Okamoto(NTT) |
| Secretary | Toshiya Nakaguchi(Nagoya Univ.) / Mitsuru Maeda(Sony) / Hideaki Kimata(KDDI Research) / Kazuya Kodama(Nagoya Univ.) / Masayuki Ihara(NTT) / Hideyuki Shimonishi(Kyushu Univ.) / Jun Okamoto(Nagoya Univ.) |
| Assistant | Masaru Tsuchida(NTT) / Gosuke Ohashi(Shizuoka Univ.) / Kazuya Hayase(NTT) / Yasutaka Matsuo(NHK) / Satoshi Nishiguchi(Oosaka Inst. of Tech.) / Masanori Yokoyama(*) / Chikara Sasaki(KDDI Research) / Yoshiaki Nishikawa(NEC) / Ryo Yamamoto(UEC) |
| Paper Information | |
| Registration To | Technical Committee on Image Media Quality / Technical Committee on Image Engineering / Technical Committee on Media Experience and Virtual Environment / Technical Committee on Communication Quality |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Detection of Important ICA Basis Based on Mean Square Error in ICA-DCT Hybrid Typed Image Coding |
| Sub Title (in English) | |
| Keyword(1) | Independent Component Analysis |
| Keyword(2) | Discrete Cosine Transform |
| Keyword(3) | ICA-DCT Hybrid Typed Image Coding |
| Keyword(4) | Mean Square Error |
| 1st Author's Name | Atsushi Togashi |
| 1st Author's Affiliation | Iwate Prefectural University(Iwate Prefectural Univ.) |
| 2nd Author's Name | Masashi Kameda |
| 2nd Author's Affiliation | Iwate Prefectural University(Iwate Prefectural Univ.) |
| Date | 2019-03-14 |
| Paper # | IMQ2018-49,IE2018-133,MVE2018-80 |
| Volume (vol) | vol.118 |
| Number (no) | IMQ-500,IE-501,MVE-502 |
| Page | pp.pp.153-158(IMQ), pp.153-158(IE), pp.153-158(MVE), |
| #Pages | 6 |
| Date of Issue | 2019-03-07 (IMQ, IE, MVE) |