Deep learning method for risk identification of autonomous bus operation considering image data augmentation strategies.

Journal: Traffic injury prevention
PMID:

Abstract

OBJECTIVE: The autonomous bus is a key application scenario for autonomous driving technology. Identifying the risk of autonomous bus operation is of great significant to improve road traffic safety and promote the large-scale application of autonomous driving technology.

Authors

  • Sijie Cheng
    Information Center, Huahsan Hospital, Fudan University, Shanghai, China.
  • Jiangfeng Wang
    Key Laboratory of Transport Industry of Big Data Application Technologies for Comprehensive Transport, Beijing Jiaotong University, Beijing, China.