| Presentation | 2016-09-01 Random-Valued Impulse Noises Removal by Weighted Non-local Median Filter Jyohei Matsuoka, Takanori Koga, Noriaki Suetake, Eiji Uchino, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | As one of the random-noise removal methods, there is a non-local median filter. Non-local median filter is excelled in not only noise removal but also detail preserving. In the non-local processing, an output of the filter is calculated from pixels in blocks which are similar to the block centered at a pixel of interest. As a result, aggressive noise removal is conducted without destroying detailed structures in an original image. However, the performance of the non-local median filter decrease enormously when the input image is highly corrupted by the noise. To cope with the problem, we propose an improved non-local median filter which is robust to the high level of corruption by introducing a new similarity measure considering possibility of being original signal. Through the experiments, we verify the effectiveness of the proposed method. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Random-valued impulse noise / Non-local median filter / Rank-Ordered Absolute Differences |
| Paper # | SIS2016-18 |
| Date of Issue | 2016-08-25 (SIS) |
| Conference Information | |
| Committee | SIS / IPSJ-AVM |
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| Conference Date | 2016/9/1(2days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Osaka Electro-Communication Univ. |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | Knowledge Multimedia Systems, etc. |
| Chair | Hirokazu Tanaka(Hiroshima City Univ.) / Harumi Kawamura(*) |
| Vice Chair | Takayuki Nakachi(NTT) / Noriaki Suetake(Yamaguchi Univ.) |
| Secretary | Takayuki Nakachi(Toshiba) / Noriaki Suetake(Kanagawa Inst. of Tech.) / (KDDI R&D Labs.) |
| Assistant | Hakaru Tamukoh(Kyushu Inst. of Tech.) / Masaaki Fujiyoshi(Tokyo Metropolitan Univ.) |
| Paper Information | |
| Registration To | Technical Committee on Smart Info-Media Systems / Special Interest Group on Audio Visual and Multimedia Information Processing |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Random-Valued Impulse Noises Removal by Weighted Non-local Median Filter |
| Sub Title (in English) | |
| Keyword(1) | Random-valued impulse noise |
| Keyword(2) | Non-local median filter |
| Keyword(3) | Rank-Ordered Absolute Differences |
| 1st Author's Name | Jyohei Matsuoka |
| 1st Author's Affiliation | Yamaguchi University(Yamaguchi Univ.) |
| 2nd Author's Name | Takanori Koga |
| 2nd Author's Affiliation | National Institute of Technology, Tokuyama College(NIT, Tokuyama College) |
| 3rd Author's Name | Noriaki Suetake |
| 3rd Author's Affiliation | Yamaguchi University(Yamaguchi Univ.) |
| 4th Author's Name | Eiji Uchino |
| 4th Author's Affiliation | Yamaguchi University(Yamaguchi Univ.) |
| Date | 2016-09-01 |
| Paper # | SIS2016-18 |
| Volume (vol) | vol.116 |
| Number (no) | SIS-204 |
| Page | pp.pp.13-16(SIS), |
| #Pages | 4 |
| Date of Issue | 2016-08-25 (SIS) |