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| Paper Abstract and Keywords | ||
| Presentation | 2011-09-06 15:20 Object Detection in Images Using Feature of Invariant based on Histogram of Hue Koji Tanaka, Yoshinobu Hagiwara, Hiroki Imamura (Soka Univ.)  PRMU2011-81 IBISML2011-40 |
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| Abstract | (in Japanese) | (See Japanese page) |
| (in English) | Traditionally, there is a technology that detects objects with SIFT (Scale-Invariant Feature Transform) that obtained features from local images in object detection. SIFT has robust features which are invariant to image scaling, and rotation, illumination changes. We conceive robust features which are invariant to image scaling, and rotation, illumination changes, and geometrical changes from invariant features jaggedness of hue histogram. We then propose a method of object detection based on these robust features. We experiment on simulation with CG (Computer Graphics) to evaluate valid of this technology especially for geometrical changes against SIFT. | |
| Keyword | (in Japanese) | (See Japanese page) |
| (in English) | histogram of hue / SIFT / distortion by perspective projection / / / / / | |
| Reference Info. | IEICE Tech. Rep., vol. 111, no. 193, PRMU2011-81, pp. 187-194, Sept. 2011. | |
| Paper # | PRMU2011-81 | |
| Date of Issue | 2011-08-29 (PRMU, IBISML) | |
| 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 | PRMU2011-81 IBISML2011-40 |
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| Conference Information | |
| Committee | PRMU IBISML IPSJ-CVIM |
| Conference Date | 2011-09-05 - 2011-09-06 |
| 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 | 2011-09-PRMU-IBISML-CVIM |
| Language | Japanese |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Object Detection in Images Using Feature of Invariant based on Histogram of Hue |
| Sub Title (in English) | |
| Keyword(1) | histogram of hue |
| Keyword(2) | SIFT |
| Keyword(3) | distortion by perspective projection |
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| 1st Author's Name | Koji Tanaka |
| 1st Author's Affiliation | Soka University (Soka Univ.) |
| 2nd Author's Name | Yoshinobu Hagiwara |
| 2nd Author's Affiliation | Soka University (Soka Univ.) |
| 3rd Author's Name | Hiroki Imamura |
| 3rd Author's Affiliation | Soka University (Soka Univ.) |
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| Speaker | Author-1 |
| Date Time | 2011-09-06 15:20:00 |
| Presentation Time | 30 minutes |
| Registration for | PRMU |
| Paper # | PRMU2011-81, IBISML2011-40 |
| Volume (vol) | vol.111 |
| Number (no) | no.193(PRMU), no.194(IBISML) |
| Page | pp.187-194 |
| #Pages | 8 |
| Date of Issue | 2011-08-29 (PRMU, IBISML) |
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