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| Presentation | 2016-11-24 14:50 [Poster Presentation] An Efficient Target Detection by Band Reduction and Partial Filtering for Hyperspectral Images Lena Chang, Chung-Chi Miao (NTOU)  SANE2016-78 |
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| Abstract | (in Japanese) | (See Japanese page) |
| (in English) | An efficient and robust target detection method composed of band reduction and constrained partial filtering techniques is developed. First, a fast band clustering method Maximum Correlation Band Clustering (MCBC) combined with the optimal spatial searching Particle Swarm Optimization (PSO) and a band prioritization by Impurity Function Band Prioritization (IFBP) are utilized to select dominant bands. Then the selected bands are exploited to design constrained partial filters to alleviate the performance degradation caused by some estimation and random errors. Simulations validate the proposed method can achieve over 90% detection accuracy for all target category in our simulation scenarios. | |
| Keyword | (in Japanese) | (See Japanese page) |
| (in English) | Hyperspectral imaging / target detection / Maximum Correlation Band Clustering / Particle Swarm Optimization / Impurity Function Band Prioritization / partial filtering / / | |
| Reference Info. | IEICE Tech. Rep., vol. 116, no. 319, SANE2016-78, pp. 139-143, Nov. 2016. | |
| Paper # | SANE2016-78 | |
| Date of Issue | 2016-11-17 (SANE) | |
| 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 | SANE2016-78 |
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| Conference Information | |
| Committee | SANE |
| Conference Date | 2016-11-24 - 2016-11-25 |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | National Taipei University of Technology (NTUT) |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | ICSANE2016 |
| Paper Information | |
| Registration To | SANE |
| Conference Code | 2016-11-SANE |
| Language | English |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | An Efficient Target Detection by Band Reduction and Partial Filtering for Hyperspectral Images |
| Sub Title (in English) | |
| Keyword(1) | Hyperspectral imaging |
| Keyword(2) | target detection |
| Keyword(3) | Maximum Correlation Band Clustering |
| Keyword(4) | Particle Swarm Optimization |
| Keyword(5) | Impurity Function Band Prioritization |
| Keyword(6) | partial filtering |
| Keyword(7) | |
| Keyword(8) | |
| 1st Author's Name | Lena Chang |
| 1st Author's Affiliation | National Taiwan Ocean University (NTOU) |
| 2nd Author's Name | Chung-Chi Miao |
| 2nd Author's Affiliation | National Taiwan Ocean University (NTOU) |
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| Speaker | Author-1 |
| Date Time | 2016-11-24 14:50:00 |
| Presentation Time | 180 minutes |
| Registration for | SANE |
| Paper # | SANE2016-78 |
| Volume (vol) | vol.116 |
| Number (no) | no.319 |
| Page | pp.139-143 |
| #Pages | 5 |
| Date of Issue | 2016-11-17 (SANE) |
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