| Presentation | 2005-02-03 Segmentation of Color Images Using Anisotropic Diffusion and Texture Features with Unsharp Masking Fumihito OSAKI, Junji MAEDA, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | The purpose of the paper is to provide rough segmentation only at the texture regions while maintaining precise segmentation at an overall region in natural color images. We propose to use two features that have different characteristics. One is the smoothed color feature that is obtained by applying anisotropic diffusion in order to remove small textures and edges from an original image. The other is the enhanced texture feature that extracts the statistical geometrical features from an original image after applying unsharp masking. The image segmentation method that combines clustering and region expanding is performed based on the two features and we experimentally show the effectiveness of the proposed method. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Image Segmentation / Anisotropic Diffusion / Unsharp Masking / Statistical Geometrical Features / Clustering |
| Paper # | ITS2004-51,IE2004-185 |
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| Conference Information | |
| Committee | IE |
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| Conference Date | 2005/1/27(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) | Segmentation of Color Images Using Anisotropic Diffusion and Texture Features with Unsharp Masking |
| Sub Title (in English) | |
| Keyword(1) | Image Segmentation |
| Keyword(2) | Anisotropic Diffusion |
| Keyword(3) | Unsharp Masking |
| Keyword(4) | Statistical Geometrical Features |
| Keyword(5) | Clustering |
| 1st Author's Name | Fumihito OSAKI |
| 1st Author's Affiliation | Division of Computer Science and Systems Engineering, Graduate School of Engineering, Muroran Institute of Technology() |
| 2nd Author's Name | Junji MAEDA |
| 2nd Author's Affiliation | Division of Computer Science and Systems Engineering, Graduate School of Engineering, Muroran Institute of Technology |
| Date | 2005-02-03 |
| Paper # | ITS2004-51,IE2004-185 |
| Volume (vol) | vol.104 |
| Number (no) | 648 |
| Page | pp.pp.- |
| #Pages | 6 |
| Date of Issue | |