논문명 | Classification of Driver Characteristics using Convolutional Neural Network |
---|---|
구분 | 국내발표 |
저자 | Weiqiang Zhang, Kaisi Huang, Yulong Xi, Kyungeun Cho |
국내/국외 | |
학술회의명 | The 2018 International Congerence on Future Information Technology, applications and services |
개최국가 | 대한민국 |
주관기관 | |
게재일 | 2018.11 |
This study proposes an approach to classify driver characteristics in a driving assistance system. In our approach, real driving data are collected. First, the real driving data are converted to images. Second, images are input to a convolutional neural network (CNN) to train the driver characteristic model. The driver characteristic model can extract driving features of different driver characteristics. |