| Presentation | 2009-01-16 Image classification using textized Image Atsushi HIRAI, Nuo ZHANG, Toshinori WATANABE, Hisashi KOGA, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | With the development of the information technology, the number of electronic information increases rapidly. In which, for enormous number of digital images the demand of automatic classification technology exceeded human processing capacity. As an automatic classification technique, representing textized image based on data compression is proposed in this paper. In the step of textizing image, image is divided into segments which are replaced as characters. Then, the similarity between compressibility vectors is used in the classification step. In which, we focus on the compressibility of the text string. Finally, the effectivity of the proposed method is verified in our experiments. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Image classification / data mining / data compression / similarity |
| Paper # | AI2008-42 |
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| Conference Information | |
| Committee | AI |
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| Conference Date | 2009/1/9(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
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| Paper Information | |
| Registration To | Artificial Intelligence and Knowledge-Based Processing (AI) |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Image classification using textized Image |
| Sub Title (in English) | |
| Keyword(1) | Image classification |
| Keyword(2) | data mining |
| Keyword(3) | data compression |
| Keyword(4) | similarity |
| 1st Author's Name | Atsushi HIRAI |
| 1st Author's Affiliation | Graduate School of Information Systems, University of Electro-Communications() |
| 2nd Author's Name | Nuo ZHANG |
| 2nd Author's Affiliation | Graduate School of Information Systems, University of Electro-Communications |
| 3rd Author's Name | Toshinori WATANABE |
| 3rd Author's Affiliation | Graduate School of Information Systems, University of Electro-Communications |
| 4th Author's Name | Hisashi KOGA |
| 4th Author's Affiliation | Graduate School of Information Systems, University of Electro-Communications |
| Date | 2009-01-16 |
| Paper # | AI2008-42 |
| Volume (vol) | vol.108 |
| Number (no) | 382 |
| Page | pp.pp.- |
| #Pages | 6 |
| Date of Issue | |