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| Presentation | 2016-06-10 09:30 Relation between Image Blur of Foreground Object and Detection Accucary on Blur-Based Object Detection Shingo Kobayashi, Ryusuke Miyamoto (Meiji Univ.)  SIS2016-10 |
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| Abstract | (in Japanese) | (See Japanese page) |
| (in English) | The authors proposed the method about object detection scheme use image blur. The study so far, we only used the object present in-focus distance for detection.Such a restriction does not become a problem in applications, such as intruder detection and collision avoidance.But such a decrease in versatility is not desirable as it limits some application.Proposed scheme detect targets by using the domain have a blur difference as object boundary.So our scheme may be able to detect targets lie outside the depth of field, if there is a certain blur difference.Therefore, we make a dataset composed synthetic images have blured foreground, and research the relation between image blur of foreground object and detection accuracy. |
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| Keyword | (in Japanese) | (See Japanese page) |
| (in English) | Object detection / image blur / Haar-like feature / AdaBoost / DFT / / / | |
| Reference Info. | IEICE Tech. Rep., vol. 116, no. 81, SIS2016-10, pp. 49-54, June 2016. | |
| Paper # | SIS2016-10 | |
| Date of Issue | 2016-06-02 (SIS) | |
| 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 | SIS2016-10 |
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| Conference Information | |
| Committee | SIS |
| Conference Date | 2016-06-09 - 2016-06-10 |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Kushiro Tourism and Convention cent. |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | Smart Personal Systems, etc. |
| Paper Information | |
| Registration To | SIS |
| Conference Code | 2016-06-SIS |
| Language | Japanese |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Relation between Image Blur of Foreground Object and Detection Accucary on Blur-Based Object Detection |
| Sub Title (in English) | |
| Keyword(1) | Object detection |
| Keyword(2) | image blur |
| Keyword(3) | Haar-like feature |
| Keyword(4) | AdaBoost |
| Keyword(5) | DFT |
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| Keyword(7) | |
| Keyword(8) | |
| 1st Author's Name | Shingo Kobayashi |
| 1st Author's Affiliation | Meiji University (Meiji Univ.) |
| 2nd Author's Name | Ryusuke Miyamoto |
| 2nd Author's Affiliation | Meiji University (Meiji Univ.) |
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| Speaker | Author-1 |
| Date Time | 2016-06-10 09:30:00 |
| Presentation Time | 20 minutes |
| Registration for | SIS |
| Paper # | SIS2016-10 |
| Volume (vol) | vol.116 |
| Number (no) | no.81 |
| Page | pp.49-54 |
| #Pages | 6 |
| Date of Issue | 2016-06-02 (SIS) |
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