Presentation | 1994/3/25 Cursive Word Recognition Using Selective Attention Hayaru Shouno, Kunihiko Fukushima, |
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Abstract(in Japanese) | (See Japanese page) |
Abstract(in English) | It is difficult to recognize connected characters in cursive handwriting,because the connecting stroke between characters varies depending to the combination of characters,thus producing slight variatins of the same character.The ′selective attention mo del′ proposed by Fukushima shows good results in recognizing compo site figures consisting of many patterns.Previously Imagawa et al. has attempted to use this model to recognize connected characters. On the other hand,it has been shown that the robustness of the ′ne ocognitron′ to deformed pattern is substantially in creased,when b end extractors and edge extractors are introduced.Therefore,we tried to introduce edge extractors and bend processors into the Imagawa′s system.Computer simulation has shown that this improved system has a higher ability to recognize connected characters. |
Keyword(in Japanese) | (See Japanese page) |
Keyword(in English) | Cursive Word Recognition / Selective Attention / Neo-Cognitron / Edge-Extractors / Bend-processors |
Paper # | NC93-119 |
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Committee | NC |
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Conference Date | 1994/3/25(1days) |
Place (in Japanese) | (See Japanese page) |
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Topics (in Japanese) | (See Japanese page) |
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Paper Information | |
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) | Cursive Word Recognition Using Selective Attention |
Sub Title (in English) | |
Keyword(1) | Cursive Word Recognition |
Keyword(2) | Selective Attention |
Keyword(3) | Neo-Cognitron |
Keyword(4) | Edge-Extractors |
Keyword(5) | Bend-processors |
1st Author's Name | Hayaru Shouno |
1st Author's Affiliation | Department of Biophysical Engineering,Faculty of Science,Osaka University() |
2nd Author's Name | Kunihiko Fukushima |
2nd Author's Affiliation | Department of Biophysical Engineering,Faculty of Science,Osaka University |
Date | 1994/3/25 |
Paper # | NC93-119 |
Volume (vol) | vol.93 |
Number (no) | 537 |
Page | pp.pp.- |
#Pages | 8 |
Date of Issue |