| Presentation | 1998/12/17 Handwritten Similar Characters Recognition by the Unified Neural Network Attention to Peripheral Depth Keitaro Hori, Hiroki Sugawara, Akiyoshi Itoh, |
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| PDF Download Page | PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | We have propsed the feature extraction method : peripheral local outline vector(P-LOVE)already. P-LOVE extracts a feature at a peripheral point on a character which is scanning from 8 directions around the character. In this paper, we propose the unified neural network(NN)system in which each NN clssifies patterns depending on the P-LOVE featrues for the different peripheral depth. Experimental results show taht the system achieves higher recognition rates than a single NN for handwritten similar characters of ETL9B. In addition, we consider a rejecting method by using a majority decision of NNs in the 1st stage. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | character recognition / similar characters / neural network / peripheral depth / peripheral local outline vector / ETL9B |
| Paper # | PRMU98-145 |
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| Conference Information | |
| Committee | PRMU |
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| Conference Date | 1998/12/17(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
| Chair | |
| Vice Chair | |
| Secretary | |
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| Paper Information | |
| Registration To | Pattern Recognition and Media Understanding (PRMU) |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Handwritten Similar Characters Recognition by the Unified Neural Network Attention to Peripheral Depth |
| Sub Title (in English) | |
| Keyword(1) | character recognition |
| Keyword(2) | similar characters |
| Keyword(3) | neural network |
| Keyword(4) | peripheral depth |
| Keyword(5) | peripheral local outline vector |
| Keyword(6) | ETL9B |
| 1st Author's Name | Keitaro Hori |
| 1st Author's Affiliation | NIHON Univ.Graduate School() |
| 2nd Author's Name | Hiroki Sugawara |
| 2nd Author's Affiliation | NIHON Univ.Graduate School |
| 3rd Author's Name | Akiyoshi Itoh |
| 3rd Author's Affiliation | NIHON Univ.College of Sci.&Tech., Dep.of Electronic Engineering |
| Date | 1998/12/17 |
| Paper # | PRMU98-145 |
| Volume (vol) | vol.98 |
| Number (no) | 489 |
| Page | pp.pp.- |
| #Pages | 8 |
| Date of Issue | |