| Paper Abstract and Keywords |
| Presentation |
2017-12-13 16:10
Analysis of inattentive state by driving information using sparse structure learning
-- Consideration Based on Difference in Visibility --
Tomoyuki Sakabe, Momoyo Ito (Tokushima Univ.), Kazuhito Sato (Akita Pref. Univ.), Shin-ichi Ito, Minoru Fukumi (Tokushima Univ.) |
| Abstract |
(in Japanese) |
(See Japanese page) |
| (in English) |
The aimless driving is one of the most common cause of the traffic accidents. If we can detect a change of driver's behavior according to the aimless driving, the detection will achieve prevention of traffic accidents and safety takeover of autonomous driving. In this paper, we analyze a deference between normal condition and distracted condition by using sparse structure learning based on correlation of driver's information. We use eye gaze, face direction, heartbeat, vehicle velocity, acceleration, and tilt of handle. We analyze the change of driving information according to the visibility. |
| Keyword |
(in Japanese) |
(See Japanese page) |
| (in English) |
Sparse structure learning / Driver information / Inattentive state / GGM / / / / |
| Reference Info. |
IEICE Tech. Rep. |
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| Download PDF |
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| Conference Information |
| Committee |
HCGSYMPO |
| Conference Date |
2017-12-13 - 2017-12-15 |
| Place (in Japanese) |
(See Japanese page) |
| Place (in English) |
THE KANAZAWA THEATRE |
| Topics (in Japanese) |
(See Japanese page) |
| Topics (in English) |
Human communication, etc. |
| Paper Information |
| Registration To |
HCGSYMPO |
| Conference Code |
2017-12-HCGSYMPO |
| Language |
Japanese |
| Title (in Japanese) |
(See Japanese page) |
| Sub Title (in Japanese) |
(See Japanese page) |
| Title (in English) |
Analysis of inattentive state by driving information using sparse structure learning |
| Sub Title (in English) |
Consideration Based on Difference in Visibility |
| Keyword(1) |
Sparse structure learning |
| Keyword(2) |
Driver information |
| Keyword(3) |
Inattentive state |
| Keyword(4) |
GGM |
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| 1st Author's Name |
Tomoyuki Sakabe |
| 1st Author's Affiliation |
Tokushima University (Tokushima Univ.) |
| 2nd Author's Name |
Momoyo Ito |
| 2nd Author's Affiliation |
Tokushima University (Tokushima Univ.) |
| 3rd Author's Name |
Kazuhito Sato |
| 3rd Author's Affiliation |
Akita Prefectural University (Akita Pref. Univ.) |
| 4th Author's Name |
Shin-ichi Ito |
| 4th Author's Affiliation |
Tokushima University (Tokushima Univ.) |
| 5th Author's Name |
Minoru Fukumi |
| 5th Author's Affiliation |
Tokushima University (Tokushima Univ.) |
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| Speaker |
Author-1 |
| Date Time |
2017-12-13 16:10:00 |
| Presentation Time |
20 minutes |
| Registration for |
HCGSYMPO |
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| Volume (vol) |
vol. |
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