| Presentation | 1999/12/17 Automatic Design of Image Emphasis Filter with Multi-layer Neural Networks Shinya Miyazaki, Junichi Hasegawa, |
|---|---|
| PDF Download Page | PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | This paper proposes a method of designing an optimum linear filter that emphasize the region to be extracted in a grayscale image by using multi-layer neural networks. By using a binary image that indicates the emphasized region, a set of gray levels of local fields in the original image and the corresponding pixel values in the binary image are given as input patterns and teacher patterns, respectively, in the learning of the network. It makes the values of the link weights of the network converge to the optimum weight function of the filter. Hints on how to give the learning data and comparisons with the ordinal way of a combination of typical linear filters are also discussed. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | image emphasis / multi-layer neural network / linear filter / automatic design / sanlple figure. |
| Paper # | PRMU99-178 |
| Date of Issue |
| Conference Information | |
| Committee | PRMU |
|---|---|
| Conference Date | 1999/12/17(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 | Pattern Recognition and Media Understanding (PRMU) |
|---|---|
| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Automatic Design of Image Emphasis Filter with Multi-layer Neural Networks |
| Sub Title (in English) | |
| Keyword(1) | image emphasis |
| Keyword(2) | multi-layer neural network |
| Keyword(3) | linear filter |
| Keyword(4) | automatic design |
| Keyword(5) | sanlple figure. |
| 1st Author's Name | Shinya Miyazaki |
| 1st Author's Affiliation | School of Computer and Cognitive Sciences, Chukyo University() |
| 2nd Author's Name | Junichi Hasegawa |
| 2nd Author's Affiliation | School of Computer and Cognitive Sciences, Chukyo University |
| Date | 1999/12/17 |
| Paper # | PRMU99-178 |
| Volume (vol) | vol.99 |
| Number (no) | 515 |
| Page | pp.pp.- |
| #Pages | 6 |
| Date of Issue | |