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| Presentation | 2013-11-23 10:00 Brain-style image recognition algorithm constructed from the human brain activity at higher visual cortices -- Application to the recognition of occluded pedestrian images -- Hiroyuki Hoshino, Takashi Owaki (TCRDL), Hiroki Kurashige, Kenichi Ueno, Topi Tanskanen, Kang Cheng, Hideyuki Cateau (RIKEN)  NC2013-52 |
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| Abstract | (in Japanese) | (See Japanese page) |
| (in English) | The purpose of our study is to improve the robustness of image recognition for pedestrians or vehicles occluded by other objects. Previously, we developed a method of constructing a brain-style visual recognition algorithm from multi-neuron activity data. In this paper, we apply the method to the human brain activity at the higher visual cortices measured by fMRI, and show that our algorithm is improved in the recognition of occluded pedestrian images. | |
| Keyword | (in Japanese) | (See Japanese page) |
| (in English) | image recognition / higher visual cortex / fMRI / kernel canonical correlation analysis / pedestrian detection / occlusion / / | |
| Reference Info. | IEICE Tech. Rep., vol. 113, no. 315, NC2013-52, pp. 31-36, Nov. 2013. | |
| Paper # | NC2013-52 | |
| Date of Issue | 2013-11-15 (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 | NC2013-52 |
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| Conference Information | |
| Committee | NC MBE |
| Conference Date | 2013-11-22 - 2013-11-23 |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Tohoku University |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | BCI/BMI, NC and MBE |
| Paper Information | |
| Registration To | NC |
| Conference Code | 2013-11-NC-MBE |
| Language | Japanese |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Brain-style image recognition algorithm constructed from the human brain activity at higher visual cortices |
| Sub Title (in English) | Application to the recognition of occluded pedestrian images |
| Keyword(1) | image recognition |
| Keyword(2) | higher visual cortex |
| Keyword(3) | fMRI |
| Keyword(4) | kernel canonical correlation analysis |
| Keyword(5) | pedestrian detection |
| Keyword(6) | occlusion |
| Keyword(7) | |
| Keyword(8) | |
| 1st Author's Name | Hiroyuki Hoshino |
| 1st Author's Affiliation | Toyota Central R&D Labs, Inc. (TCRDL) |
| 2nd Author's Name | Takashi Owaki |
| 2nd Author's Affiliation | Toyota Central R&D Labs, Inc. (TCRDL) |
| 3rd Author's Name | Hiroki Kurashige |
| 3rd Author's Affiliation | RIKEN (RIKEN) |
| 4th Author's Name | Kenichi Ueno |
| 4th Author's Affiliation | RIKEN (RIKEN) |
| 5th Author's Name | Topi Tanskanen |
| 5th Author's Affiliation | RIKEN (RIKEN) |
| 6th Author's Name | Kang Cheng |
| 6th Author's Affiliation | RIKEN (RIKEN) |
| 7th Author's Name | Hideyuki Cateau |
| 7th Author's Affiliation | RIKEN (RIKEN) |
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| Speaker | Author-1 |
| Date Time | 2013-11-23 10:00:00 |
| Presentation Time | 25 minutes |
| Registration for | NC |
| Paper # | NC2013-52 |
| Volume (vol) | vol.113 |
| Number (no) | no.315 |
| Page | pp.31-36 |
| #Pages | 6 |
| Date of Issue | 2013-11-15 (NC) |
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