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| Presentation | 2014-02-18 11:00 "NEURO-ITS" ? ... IT WOULD NOT REQUIRE HECTIC ACTIVITIES ON GROUND TRUTH ! Mikio Sasaki (DENSO)  ITS2013-55 IE2013-120 |
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| Abstract | (in Japanese) | (See Japanese page) |
| (in English) | In the World Congress On ITS 2013 Tokyo, it was stated that CV(Connected Vehicle) and AV(Automated Vehicle) will converge in the near future. Then no doubt the cooperation between probe cars and big data, smartphones will raise the movements towards intelligent vehicles as the collective intelligence, which is partly begun as the field experiments conducted by UMTRI and as the other ones by IBM. On the other hand, the R&D of neuro computer conducted by DARPA SyNAPSE project has also shown the sign of the beginning of industrializations. In this article, we firstly propose the multi-viewpoint driving scene recognition which is expected to drastically reduce the amounts of tasks to collect and teach huge size of GT (ground truth) which has been serious bottleneck of conventional machine learning. Also it is expected to improve drastically the performance of environment understanding according to the scene information. Secondly, we investigate the feasibilities of technical realization in both aspects of current level and future level, especially regarding the evolution process of ET (estimated truth) towards GT. |
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| Keyword | (in Japanese) | (See Japanese page) |
| (in English) | Neuro-ITS / probe car / ground truth / estimated truth / neuro computer / collective intelligence / multi-viewpoint / tracking | |
| Reference Info. | IEICE Tech. Rep., vol. 113, no. 433, ITS2013-55, pp. 147-152, Feb. 2014. | |
| Paper # | ITS2013-55 | |
| Date of Issue | 2014-02-10 (ITS, IE) | |
| 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 | ITS2013-55 IE2013-120 |
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| Conference Information | |
| Committee | ITS IE ITE-AIT ITE-HI ITE-ME |
| Conference Date | 2014-02-17 - 2014-02-18 |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Hokkaido Univ. |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | ITS Image Processing, etc. |
| Paper Information | |
| Registration To | ITS |
| Conference Code | 2014-02-ITS-IE-AIT-HI-ME |
| Language | English |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | "NEURO-ITS" ? ... IT WOULD NOT REQUIRE HECTIC ACTIVITIES ON GROUND TRUTH ! |
| Sub Title (in English) | |
| Keyword(1) | Neuro-ITS |
| Keyword(2) | probe car |
| Keyword(3) | ground truth |
| Keyword(4) | estimated truth |
| Keyword(5) | neuro computer |
| Keyword(6) | collective intelligence |
| Keyword(7) | multi-viewpoint |
| Keyword(8) | tracking |
| 1st Author's Name | Mikio Sasaki |
| 1st Author's Affiliation | DENSO CORPORATION (DENSO) |
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| Speaker | Author-1 |
| Date Time | 2014-02-18 11:00:00 |
| Presentation Time | 15 minutes |
| Registration for | ITS |
| Paper # | ITS2013-55, IE2013-120 |
| Volume (vol) | vol.113 |
| Number (no) | no.433(ITS), no.434(IE) |
| Page | pp.147-152 |
| #Pages | 6 |
| Date of Issue | 2014-02-10 (ITS, IE) |
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