| Presentation | 2003/1/28 Segmention of Color Noisy Images Using Anisotropic Diffusion Hiroki MIURA, Hiroshi TSUJI, Junji MAEDA, |
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| PDF Download Page | PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | Various factors such as noise and miscellaneous small features that obstruct proper image segmentation generally exist in an image. We extend an anisotropic diffusion algorithm combining morphology to color images, that is an edge-preserving smoothing for grey scale images, as pre-processing of segmenting color noisy images. We improve a morphology filter by using new structuring elements and propose to select each element according to edge information. The proposed method shows the capability of providing good pre-processing for color noisy images. We also make a try to determine the diffusion coefficient and the number of diffusion automatically. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Image Segmentation / Morphology / Anisotropic Diffusion / Color Edge / Region Growing |
| Paper # | ITS2002-97,IE2002-238 |
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| Conference Information | |
| Committee | IE |
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| Conference Date | 2003/1/28(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
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| Paper Information | |
| Registration To | Image Engineering (IE) |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Segmention of Color Noisy Images Using Anisotropic Diffusion |
| Sub Title (in English) | |
| Keyword(1) | Image Segmentation |
| Keyword(2) | Morphology |
| Keyword(3) | Anisotropic Diffusion |
| Keyword(4) | Color Edge |
| Keyword(5) | Region Growing |
| 1st Author's Name | Hiroki MIURA |
| 1st Author's Affiliation | Department of Computer Science and Systems Engineering, Faculty of Enginnering, Muroran Institute() |
| 2nd Author's Name | Hiroshi TSUJI |
| 2nd Author's Affiliation | Department of Computer Science and Systems Engineering, Faculty of Enginnering, Muroran Institute |
| 3rd Author's Name | Junji MAEDA |
| 3rd Author's Affiliation | Department of Computer Science and Systems Engineering, Faculty of Enginnering, Muroran Institute |
| Date | 2003/1/28 |
| Paper # | ITS2002-97,IE2002-238 |
| Volume (vol) | vol.102 |
| Number (no) | 632 |
| Page | pp.pp.- |
| #Pages | 5 |
| Date of Issue | |