| Presentation | 1995/9/28 A Study on Applicability of Genetic Algorithm to Character Image Generation Hitoshi Sakano, Hiromi Kida, Naoki Mukawa, |
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| PDF Download Page | PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | We have investigated the nature of feature extractor by visualizing the feature vectors using Genetic Algorithm (GA). So far we succeeded in visualizing reference vectors of character categories and the boundaries between them as character images. In this paper, we discuss GA's applicability to one-to-many mapping, where GA is to solve multimodal optimization problem. To see this, we investigate influences of GA parameters, such as mutation rate and population size, on the character image generation ability in the case of simple mesh feature extractor. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | character recognition / image reconstruction / genetic algorithm / Sharing |
| Paper # | PRU95-118 |
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| Conference Information | |
| Committee | PRU |
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| Conference Date | 1995/9/28(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
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| Paper Information | |
| Registration To | Pattern Recognition and Understanding (PRU) |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | A Study on Applicability of Genetic Algorithm to Character Image Generation |
| Sub Title (in English) | |
| Keyword(1) | character recognition |
| Keyword(2) | image reconstruction |
| Keyword(3) | genetic algorithm |
| Keyword(4) | Sharing |
| 1st Author's Name | Hitoshi Sakano |
| 1st Author's Affiliation | NTT DATA COMMUNICATIONS SYSTEMS CORPORATION Laboratories for Information Technology() |
| 2nd Author's Name | Hiromi Kida |
| 2nd Author's Affiliation | Multi Media technology Center |
| 3rd Author's Name | Naoki Mukawa |
| 3rd Author's Affiliation | NTT DATA COMMUNICATIONS SYSTEMS CORPORATION Laboratories for Information Technology |
| Date | 1995/9/28 |
| Paper # | PRU95-118 |
| Volume (vol) | vol.95 |
| Number (no) | 278 |
| Page | pp.pp.- |
| #Pages | 6 |
| Date of Issue | |