| Presentation | 2010-03-05 An Application of Local Similarity-Based Pixel Value Restoration to Color Images Corrupted by Impulse Noise Go TANAKA, Takashi TAMURA, Noriaki SUETAKE, Eiji UCHINO, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | Switching type processing is effective to restore the digital images corrupted by impulse noise. In the processing, filtering is only applied to the pixels detected as noise. For example, median, average, and directional difference were used for the filtering so far. In the previous report we have proposed a new type filtering process which is based on local similarity of an input image. Although the method has been only for monochrome images, in this report, we apply it to color image processing. Experimental results show that effectiveness of vector processing rather than applying the filter to each RGB component. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Impulse noise / Noise removal / Local similarity / Color image |
| Paper # | SIS2009-60 |
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| 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) | An Application of Local Similarity-Based Pixel Value Restoration to Color Images Corrupted by Impulse Noise |
| Sub Title (in English) | |
| Keyword(1) | Impulse noise |
| Keyword(2) | Noise removal |
| Keyword(3) | Local similarity |
| Keyword(4) | Color image |
| 1st Author's Name | Go TANAKA |
| 1st Author's Affiliation | Graduate School of Science and Engineering, Yamaguchi University() |
| 2nd Author's Name | Takashi TAMURA |
| 2nd Author's Affiliation | Department of Physics and Information Science, Faculty of Science, 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 # | SIS2009-60 |
| Volume (vol) | vol.109 |
| Number (no) | 447 |
| Page | pp.pp.- |
| #Pages | 6 |
| Date of Issue | |