| Paper Abstract and Keywords |
| Presentation |
2016-01-29 14:25
Ego-motion estimation system for a small UAV inspired by the motion-detection model of the insect's visual system Shota Tsunekawa, Fuyuki Ueno (Osaka Univ.), Kazuo Ishii (Kyushu I.T.), Tetsuya Yagi, Hirotsugu Okuno (Osaka Univ.) NC2015-63 |
| Abstract |
(in Japanese) |
(See Japanese page) |
| (in English) |
In this study, we devised an algorithm that estimates the 6 degree-of-freedom ego-motion of a small unmanned aerial vehicle by classifying optical flow (OF) patterns, inspired by insect’s visuomotor control system. The algorithm classifies the ego-motion in terms of OF patterns with a wide field of view acquired by a pair of image sensors facing in opposite directions each other. Inspired by the insect’s visual nervous system, we devised a low cost calculation algorithm that computes local image velocity, which plays an important role in a acquiring OF pattern. We evaluated the output of the algorithm using images recorded by sensors that actually rotate or translate. The results demonstrate that the output of the algorithm is valid for classifying ego-motion, such as rotation and translation. |
| Keyword |
(in Japanese) |
(See Japanese page) |
| (in English) |
optical flow / neuromorphic / UAV / insect / vision / / / |
| Reference Info. |
IEICE Tech. Rep., vol. 115, no. 426, NC2015-63, pp. 33-38, Jan. 2016. |
| Paper # |
NC2015-63 |
| Date of Issue |
2016-01-21 (NC) |
| 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 |
NC2015-63 |
| Conference Information |
| Committee |
NC NLP |
| Conference Date |
2016-01-28 - 2016-01-29 |
| Place (in Japanese) |
(See Japanese page) |
| Place (in English) |
Kyushu Institute of Technology |
| Topics (in Japanese) |
(See Japanese page) |
| Topics (in English) |
Implementation of Neuro Computing,Analysis and Modeling of Human Science, etc |
| Paper Information |
| Registration To |
NC |
| Conference Code |
2016-01-NC-NLP |
| Language |
Japanese |
| Title (in Japanese) |
(See Japanese page) |
| Sub Title (in Japanese) |
(See Japanese page) |
| Title (in English) |
Ego-motion estimation system for a small UAV inspired by the motion-detection model of the insect's visual system |
| Sub Title (in English) |
|
| Keyword(1) |
optical flow |
| Keyword(2) |
neuromorphic |
| Keyword(3) |
UAV |
| Keyword(4) |
insect |
| Keyword(5) |
vision |
| Keyword(6) |
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| Keyword(7) |
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| Keyword(8) |
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| 1st Author's Name |
Shota Tsunekawa |
| 1st Author's Affiliation |
Osaka University (Osaka Univ.) |
| 2nd Author's Name |
Fuyuki Ueno |
| 2nd Author's Affiliation |
Osaka University (Osaka Univ.) |
| 3rd Author's Name |
Kazuo Ishii |
| 3rd Author's Affiliation |
Kyushu Institute of Technology (Kyushu I.T.) |
| 4th Author's Name |
Tetsuya Yagi |
| 4th Author's Affiliation |
Osaka University (Osaka Univ.) |
| 5th Author's Name |
Hirotsugu Okuno |
| 5th Author's Affiliation |
Osaka University (Osaka Univ.) |
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| Speaker |
Author-1 |
| Date Time |
2016-01-29 14:25:00 |
| Presentation Time |
25 minutes |
| Registration for |
NC |
| Paper # |
NC2015-63 |
| Volume (vol) |
vol.115 |
| Number (no) |
no.426 |
| Page |
pp.33-38 |
| #Pages |
6 |
| Date of Issue |
2016-01-21 (NC) |