| Presentation | 1998/3/20 Image Processing using a Modified Feature Map to Incorporate Morphological Operations Takashi ISHIDA, Keisuke KAMEYAMA, Yukio KOSUGI, |
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| PDF Download Page | PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | This paper points out the similarity between the feature map and morphological operations, which have been widely used in image processing in recent years. First, we modify the learning rule of feature map and construct a new network, which is able to operate morphological operations. The proposed modification within the framework of neural networks extends the potential availability of the feature map and facilitates to operate morphological operations within the framework of neural networks using a parallel computer in future. We also generalize the concept of morphological feature map and show that the proposed network can be applied in image processing fields where morphological operations shall be combined together with adaptive operations. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Feature Map / Morphological Operation / Erosion / Dilation / coefficient of learning |
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| Conference Information | |
| Committee | NC |
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| Conference Date | 1998/3/20(1days) |
| Place (in Japanese) | (See Japanese page) |
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| Topics (in Japanese) | (See Japanese page) |
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| Registration To | Neurocomputing (NC) |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Image Processing using a Modified Feature Map to Incorporate Morphological Operations |
| Sub Title (in English) | |
| Keyword(1) | Feature Map |
| Keyword(2) | Morphological Operation |
| Keyword(3) | Erosion |
| Keyword(4) | Dilation |
| Keyword(5) | coefficient of learning |
| 1st Author's Name | Takashi ISHIDA |
| 1st Author's Affiliation | Interdisciplinary Graduate School of Science and Engineering, Tokyo Institute of Technology() |
| 2nd Author's Name | Keisuke KAMEYAMA |
| 2nd Author's Affiliation | Interdisciplinary Graduate School of Science and Engineering, Tokyo Institute of Technology |
| 3rd Author's Name | Yukio KOSUGI |
| 3rd Author's Affiliation | Interdisciplinary Graduate School of Science and Engineering, Tokyo Institute of Technology |
| Date | 1998/3/20 |
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| Volume (vol) | vol.97 |
| Number (no) | 624 |
| Page | pp.pp.- |
| #Pages | 8 |
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