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| Presentation | 2016-03-25 14:00 Worker Detection in Office Environment with Multi-weak Detectors for Human Shapes Yuichiro Fujimoto, Masano Nakayama, Hitomi Yokoyama, Ikuko Shimizu, Kinya Fujita (TUAT)  BioX2015-63 PRMU2015-186 |
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| Abstract | (in Japanese) | (See Japanese page) |
| (in English) | It is expected that auto classification of workers' behavior and communication analysis among workers leads to improvement of work efficiency in office environment. As a first step of that, a method for human detection which is capable of situations with severe self-occlusion and the variance postures of workers. In this research, we propose the system which integrates depth information of multiple depth sensors mounted on the ceiling. We also propose the human detection method with multiple weak classifiers related with approximate shapes of human. We report that approximate 95 $%$ of the accuracy was achieved with our method for 24 hours office data. | |
| Keyword | (in Japanese) | (See Japanese page) |
| (in English) | human detection / depth sensor / office environment / shape descriptor / weak classifier / / / | |
| Reference Info. | IEICE Tech. Rep., vol. 115, no. 517, PRMU2015-186, pp. 131-136, March 2016. | |
| Paper # | PRMU2015-186 | |
| Date of Issue | 2016-03-17 (BioX, PRMU) | |
| 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 | BioX2015-63 PRMU2015-186 |
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| Conference Information | |
| Committee | PRMU BioX |
| Conference Date | 2016-03-24 - 2016-03-25 |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
| Paper Information | |
| Registration To | PRMU |
| Conference Code | 2016-03-PRMU-BioX |
| Language | Japanese |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Worker Detection in Office Environment with Multi-weak Detectors for Human Shapes |
| Sub Title (in English) | |
| Keyword(1) | human detection |
| Keyword(2) | depth sensor |
| Keyword(3) | office environment |
| Keyword(4) | shape descriptor |
| Keyword(5) | weak classifier |
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| 1st Author's Name | Yuichiro Fujimoto |
| 1st Author's Affiliation | Tokyo University of Agriculture and Technology (TUAT) |
| 2nd Author's Name | Masano Nakayama |
| 2nd Author's Affiliation | Tokyo University of Agriculture and Technology (TUAT) |
| 3rd Author's Name | Hitomi Yokoyama |
| 3rd Author's Affiliation | Tokyo University of Agriculture and Technology (TUAT) |
| 4th Author's Name | Ikuko Shimizu |
| 4th Author's Affiliation | Tokyo University of Agriculture and Technology (TUAT) |
| 5th Author's Name | Kinya Fujita |
| 5th Author's Affiliation | Tokyo University of Agriculture and Technology (TUAT) |
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| Speaker | Author-1 |
| Date Time | 2016-03-25 14:00:00 |
| Presentation Time | 30 minutes |
| Registration for | PRMU |
| Paper # | BioX2015-63, PRMU2015-186 |
| Volume (vol) | vol.115 |
| Number (no) | no.516(BioX), no.517(PRMU) |
| Page | pp.131-136 |
| #Pages | 6 |
| Date of Issue | 2016-03-17 (BioX, PRMU) |
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