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Paper Abstract and Keywords
Presentation 2020-12-15 10:30
Analysis driver characteristics based on integration of in-vehicle sensor data and driver video data
Takashi Iitsuka, Shogo Okada (JAIST), Takashiro Tanaka, Yuki Yoshihara, Kazuhiro Fujikake, Hitoshi Kanamori (Nagoya University)
Abstract (in Japanese) (See Japanese page) 
(in English) Thought the development of the automobile industry has brought great benefits to people's lives, traffic accidents by inappropriate driving increase, and traffic accidents. Since elderly drivers are especially prone to accidents due to their reduced cognitive abilities, supporting for such drivers is necessary In this paper, we propose a model for predicting the driver's cognitive ability based on in-vehicle sensor data and the driver's head behavior.
Keyword (in Japanese) (See Japanese page) 
(in English) Machine Learning / Social Signal Processing / Driving Support / / / / /  
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Conference Information
Committee HCGSYMPO  
Conference Date 2020-12-15 - 2020-12-17 
Place (in Japanese) (See Japanese page) 
Place (in English) Online 
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Paper Information
Registration To HCGSYMPO 
Conference Code 2020-12-HCGSYMPO 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) Analysis driver characteristics based on integration of in-vehicle sensor data and driver video data 
Sub Title (in English)  
Keyword(1) Machine Learning  
Keyword(2) Social Signal Processing  
Keyword(3) Driving Support  
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1st Author's Name Takashi Iitsuka  
1st Author's Affiliation Japan Advanced Institute of Science and Technology (JAIST)
2nd Author's Name Shogo Okada  
2nd Author's Affiliation Japan Advanced Institute of Science and Technology (JAIST)
3rd Author's Name Takashiro Tanaka  
3rd Author's Affiliation Nagoya University (Nagoya University)
4th Author's Name Yuki Yoshihara  
4th Author's Affiliation Nagoya University (Nagoya University)
5th Author's Name Kazuhiro Fujikake  
5th Author's Affiliation Nagoya University (Nagoya University)
6th Author's Name Hitoshi Kanamori  
6th Author's Affiliation Nagoya University (Nagoya University)
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Speaker Author-1 
Date Time 2020-12-15 10:30:00 
Presentation Time 15 minutes 
Registration for HCGSYMPO 
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