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| Paper Abstract and Keywords | ||
| Presentation | 2010-02-15 13:50 Automatic Detection of Human Beings in an Image by Using Feature Map Hiroki Takiguchi, Junji Maeda (Muroran Inst. of Tech.)  ITS2009-54 IE2009-148 |
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| Abstract | (in Japanese) | (See Japanese page) |
| (in English) | The purpose of this paper is the automatic detection of human beings in a static image. We propose the method of human detection by using the feature map based on the visual attention model. The proposed algorithm uses the features of orientation and gradient magnitude for human detection. We also propose to use the symmetric filter to incorporate bilateral symmetry of human. The use of Gaussian pyramids for making the feature map enables the detection of the most salient feature location. Finally, the human detection is performed by using the human feature map, that is obtained by integrating each feature, and nonlinear support vector machines. |
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| Keyword | (in Japanese) | (See Japanese page) |
| (in English) | visual attention model / feature extraction / human feature map / support vector machine / human detection / / / | |
| Reference Info. | IEICE Tech. Rep., vol. 109, pp. 101-106, Feb. 2010. | |
| Paper # | ||
| Date of Issue | 2010-02-08 (ITS, 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 | ITS2009-54 IE2009-148 |
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| Conference Information | |
| Committee | ITE-AIT IE ITE-HI ITE-ME ITS |
| Conference Date | 2010-02-15 - 2010-02-16 |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Graduate School of Information and Technology, Hokkaido Univ. |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
| Paper Information | |
| Registration To | ITE-ME |
| Conference Code | 2010-02-AIT-IE-HI-ME-ITS |
| Language | Japanese |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Automatic Detection of Human Beings in an Image by Using Feature Map |
| Sub Title (in English) | |
| Keyword(1) | visual attention model |
| Keyword(2) | feature extraction |
| Keyword(3) | human feature map |
| Keyword(4) | support vector machine |
| Keyword(5) | human detection |
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| 1st Author's Name | Hiroki Takiguchi |
| 1st Author's Affiliation | Muroran Institute of Technology (Muroran Inst. of Tech.) |
| 2nd Author's Name | Junji Maeda |
| 2nd Author's Affiliation | Muroran Institute of Technology (Muroran Inst. of Tech.) |
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| Speaker | Author-1 |
| Date Time | 2010-02-15 13:50:00 |
| Presentation Time | 25 minutes |
| Registration for | ITE-ME |
| Paper # | ITS2009-54, IE2009-148 |
| Volume (vol) | vol.109 |
| Number (no) | no.414(ITS), no.415(IE) |
| Page | pp.101-106 |
| #Pages | 6 |
| Date of Issue | 2010-02-08 (ITS, IE) |
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