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Paper Abstract and Keywords
Presentation 2014-02-18 11:00
"NEURO-ITS" ? ... IT WOULD NOT REQUIRE HECTIC ACTIVITIES ON GROUND TRUTH !
Mikio Sasaki (DENSO)
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.
Keyword (in Japanese) (See Japanese page) 
(in English) Neuro-ITS / probe car / ground truth / estimated truth / neuro computer / collective intelligence / multi-viewpoint / tracking  
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Conference Information
Committee IEICE-ITS IEICE-IE AIT HI 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 IEICE-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 IEICE-ITS 
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Volume (vol) vol.38 
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#Pages  
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