| Presentation | 2002/1/17 A Color and Texture fusion Technique for Classification of High Resolution Satellite Images Hiroyasu TAMASHIRO, Tomoko TATEYAMA, Yen-Wed CHEN, Masamichi SUNABE, |
|---|---|
| PDF Download Page | PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | In 1999,a high-resolution satellite (IKONOS) was successfully launched. By using the high-resolution satellite, we can obtain not only the spectral (color) information, but also the informations about texture and shape. In this paper, we propose a color and texture fusion technique based on a neural network for classification of high-resolution satellite images. Conventional R, G, and B are used as color features and a PCA-based template matching technique is proposed for texture feature extractions. The proposed method is easy for computation and free from the illumination. The experimental results demonstrated that the proposed method has a better classification ability than the conventional method with uses only color features. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | High-resolution Satellite image / Texture / color / Neural-network |
| Paper # | 2001-HIP-90 |
| Date of Issue |
| Conference Information | |
| Committee | HIP |
|---|---|
| Conference Date | 2002/1/17(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
| Chair | |
| Vice Chair | |
| Secretary | |
| Assistant | |
| Paper Information | |
| Registration To | Human Information Processing (HIP) |
|---|---|
| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | A Color and Texture fusion Technique for Classification of High Resolution Satellite Images |
| Sub Title (in English) | |
| Keyword(1) | High-resolution Satellite image |
| Keyword(2) | Texture |
| Keyword(3) | color |
| Keyword(4) | Neural-network |
| 1st Author's Name | Hiroyasu TAMASHIRO |
| 1st Author's Affiliation | Faculty of Engineering, Univ.of the Ryukyus() |
| 2nd Author's Name | Tomoko TATEYAMA |
| 2nd Author's Affiliation | Faculty of Engineering, Univ.of the Ryukyus |
| 3rd Author's Name | Yen-Wed CHEN |
| 3rd Author's Affiliation | Faculty of Engineering, Univ.of the Ryukyus |
| 4th Author's Name | Masamichi SUNABE |
| 4th Author's Affiliation | TTC |
| Date | 2002/1/17 |
| Paper # | 2001-HIP-90 |
| Volume (vol) | vol.101 |
| Number (no) | 594 |
| Page | pp.pp.- |
| #Pages | 6 |
| Date of Issue | |