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| Presentation | 2009-10-16 11:00 Cigarette smoke detection using feature values based on liner prediction Kentaro Iwamoto, Toshihisa Tanaka (Tokyo Univ. of Agriculture and Tech.)  SIP2009-69 IE2009-94 |
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| Abstract | (in Japanese) | (See Japanese page) |
| (in English) | We study feature values for the detection of smoke using image recognition. In this paper, we propose carrying out the modeling of the pixel for prediction with a time sequence image by linear inequalities of a circumference pixel and a prediction coefficient. In renewal of the prediction coefficient for this modeling, we show that there are a difference between smoke and other objects in behavior of a prediction coefficient or behavior of a squared error. We apply these behavior as feature values to the smoke dection. Then, by simulation we find the best combination of these feature values. In addition, we study optimal parameters in renewal of the prediction coefficient. |
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| Keyword | (in Japanese) | (See Japanese page) |
| (in English) | image recognition / machine learning / support vector machine / feature selection / / / / | |
| Reference Info. | IEICE Tech. Rep., vol. 109, no. 226, SIP2009-69, pp. 77-82, Oct. 2009. | |
| Paper # | SIP2009-69 | |
| Date of Issue | 2009-10-08 (SIP, IE) | |
| 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 | SIP2009-69 IE2009-94 |
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| Conference Information | |
| Committee | SIP IE IPSJ-SLDM |
| Conference Date | 2009-10-15 - 2009-10-16 |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Awara Onsen "Matsuya Sensen" |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | Processor, DSP, image processing, etc. |
| Paper Information | |
| Registration To | SIP |
| Conference Code | 2009-10-SIP-IE-SLDM |
| Language | Japanese |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Cigarette smoke detection using feature values based on liner prediction |
| Sub Title (in English) | |
| Keyword(1) | image recognition |
| Keyword(2) | machine learning |
| Keyword(3) | support vector machine |
| Keyword(4) | feature selection |
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| 1st Author's Name | Kentaro Iwamoto |
| 1st Author's Affiliation | Tokyo University of Agriculture and Technology (Tokyo Univ. of Agriculture and Tech.) |
| 2nd Author's Name | Toshihisa Tanaka |
| 2nd Author's Affiliation | Tokyo University of Agriculture and Technology (Tokyo Univ. of Agriculture and Tech.) |
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| Speaker | Author-1 |
| Date Time | 2009-10-16 11:00:00 |
| Presentation Time | 20 minutes |
| Registration for | SIP |
| Paper # | SIP2009-69, IE2009-94 |
| Volume (vol) | vol.109 |
| Number (no) | no.226(SIP), no.227(IE) |
| Page | pp.77-82 |
| #Pages | 6 |
| Date of Issue | 2009-10-08 (SIP, IE) |
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