| Presentation | 2010-03-05 Mixed Noise Removal of Color Images Based on Vector ε-Filter and Correlation among RGB Components Jyohei MATSUOKA, Go TANAKA, Noriaki SUETAKE, Eiji UCHINO, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | In this report, a new filter for removal of the noise, which is a mixture of Gaussian and impulsive noises, in color images is described. In general, RGB components of the natural color image heavily and mutually correlate. Then, it can be said that the vector processing is suitable for the noise filtering of the color image rather than to process each channel independently. In the proposed method, the tentative output is obtained by using the iterative robust switching vector median-based vector ε-filter, then the final output is obtained by using the tentative output and the correlation information among RGB components. The effectiveness of the proposed method is illustrated by some experiments. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Mixed noise / Robust switching vector median filter / Vector ε-filter / Correlation information |
| Paper # | SIS2009-61 |
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| Conference Information | |
| Committee | SIS |
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| Conference Date | 2010/2/25(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
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| Paper Information | |
| Registration To | Smart Info-Media Systems (SIS) |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Mixed Noise Removal of Color Images Based on Vector ε-Filter and Correlation among RGB Components |
| Sub Title (in English) | |
| Keyword(1) | Mixed noise |
| Keyword(2) | Robust switching vector median filter |
| Keyword(3) | Vector ε-filter |
| Keyword(4) | Correlation information |
| 1st Author's Name | Jyohei MATSUOKA |
| 1st Author's Affiliation | Department of Physics and Information Science, Faculty of Science, Yamaguchi University() |
| 2nd Author's Name | Go TANAKA |
| 2nd Author's Affiliation | Graduate School of Science and Engineering, Yamaguchi University |
| 3rd Author's Name | Noriaki SUETAKE |
| 3rd Author's Affiliation | Graduate School of Science and Engineering, Yamaguchi University |
| 4th Author's Name | Eiji UCHINO |
| 4th Author's Affiliation | Graduate School of Science and Engineering, Yamaguchi University:Fuzzy Logic Systems Institute |
| Date | 2010-03-05 |
| Paper # | SIS2009-61 |
| Volume (vol) | vol.109 |
| Number (no) | 447 |
| Page | pp.pp.- |
| #Pages | 6 |
| Date of Issue | |