| Paper Abstract and Keywords |
| Presentation |
2009-01-16 13:30
Image classification using textized Image Atsushi Hirai, Nuo Zhang, Toshinori Watanabe, Hisashi Koga (Univ of Electro-Communications) AI2008-42 |
| Abstract |
(in Japanese) |
(See Japanese page) |
| (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) |
| (in English) |
Image Classification / Datamining / Data Compression / Similarity / / / / |
| Reference Info. |
IEICE Tech. Rep., vol. 108, no. 382, AI2008-42, pp. 7-12, Jan. 2009. |
| Paper # |
AI2008-42 |
| Date of Issue |
2009-01-09 (AI) |
| ISSN |
Print edition: ISSN 0913-5685 Online edition: ISSN 2432-6380 |
Copyright and reproduction |
All rights are reserved and no part of this publication may be reproduced or transmitted in any form or by any means, electronic or mechanical, including photocopy, recording, or any information storage and retrieval system, without permission in writing from the publisher. Notwithstanding, instructors are permitted to photocopy isolated articles for noncommercial classroom use without fee. (License No.: 10GA0019/12GB0052/13GB0056/17GB0034/18GB0034) |
| Download PDF |
AI2008-42 |
| Conference Information |
| Committee |
AI |
| Conference Date |
2009-01-16 - 2009-01-16 |
| Place (in Japanese) |
(See Japanese page) |
| Place (in English) |
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| Topics (in Japanese) |
(See Japanese page) |
| Topics (in English) |
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| Paper Information |
| Registration To |
AI |
| Conference Code |
2009-01-AI |
| Language |
Japanese |
| 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) |
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| Keyword(1) |
Image Classification |
| Keyword(2) |
Datamining |
| Keyword(3) |
Data Compression |
| Keyword(4) |
Similarity |
| Keyword(5) |
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| Keyword(6) |
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| 1st Author's Name |
Atsushi Hirai |
| 1st Author's Affiliation |
University of Electro-Communications (Univ of Electro-Communications) |
| 2nd Author's Name |
Nuo Zhang |
| 2nd Author's Affiliation |
University of Electro-Communications (Univ of Electro-Communications) |
| 3rd Author's Name |
Toshinori Watanabe |
| 3rd Author's Affiliation |
University of Electro-Communications (Univ of Electro-Communications) |
| 4th Author's Name |
Hisashi Koga |
| 4th Author's Affiliation |
University of Electro-Communications (Univ of Electro-Communications) |
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| Speaker |
Author-1 |
| Date Time |
2009-01-16 13:30:00 |
| Presentation Time |
30 minutes |
| Registration for |
AI |
| Paper # |
AI2008-42 |
| Volume (vol) |
vol.108 |
| Number (no) |
no.382 |
| Page |
pp.7-12 |
| #Pages |
6 |
| Date of Issue |
2009-01-09 (AI) |