Presentation | 2000/2/22 Efficacy Evaluation of Directional Edge Component Projection Method for Caption Recognition Hiroshi Yoshimura, Kenji Kondo, Minoru Etoh, Naokazu Yokoya, |
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Abstract(in Japanese) | (See Japanese page) |
Abstract(in English) | We propose a gray-scale character recognition method using Gabor filter. In our method, features are derived by accumulating edge components in local region of output of Gabor filters. This method is robust for charcter positioning errors and can recognize low-resolution characters precisely. The average of recognition rate is 88.8% for 865 alphabets obtained from seven films. We also experiment on characters with positioning errors. From the result, proposed method is robust for displacement less than 5% of character size. It shows that this method is useful for video caption recognition. |
Keyword(in Japanese) | (See Japanese page) |
Keyword(in English) | Character Recognition / gra-scale character image / Gabor Filter / edge feature / video indexing |
Paper # | PRMU99-233 |
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Committee | PRMU |
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Conference Date | 2000/2/22(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 | 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) | Efficacy Evaluation of Directional Edge Component Projection Method for Caption Recognition |
Sub Title (in English) | |
Keyword(1) | Character Recognition |
Keyword(2) | gra-scale character image |
Keyword(3) | Gabor Filter |
Keyword(4) | edge feature |
Keyword(5) | video indexing |
1st Author's Name | Hiroshi Yoshimura |
1st Author's Affiliation | Nara Institute of Science and Technology(NAIST)() |
2nd Author's Name | Kenji Kondo |
2nd Author's Affiliation | Advanced Technology Research Laboratories, Matsusita Electric Industrial Co., Ltd. |
3rd Author's Name | Minoru Etoh |
3rd Author's Affiliation | Nara Institute of Science and Technology(NAIST):Information & Network Research Laboratory, Matsusita Research Institute Tokyo, Inc. |
4th Author's Name | Naokazu Yokoya |
4th Author's Affiliation | Nara Institute of Science and Technology(NAIST) |
Date | 2000/2/22 |
Paper # | PRMU99-233 |
Volume (vol) | vol.99 |
Number (no) | 649 |
Page | pp.pp.- |
#Pages | 6 |
Date of Issue |