Deep Learning and Its Applications for Vehicle Networks

1 Deep learning for vehicle safety

Raiyan Talkhani and Tao Huang

James Cook University, Cairns, Australia

Shushi Gu

Harbin Institute of Technology (Shenzhen), Shenzhen, China

Zhaoxia Guo

Sichuan University, Chengdu, China

Guanglin Zhang

Donghua University, Shanghai, China

Wei Xiang

La Trobe University, Melbourne, Australia

DOI: 10.1201/9781003190691-2

Contents

1. 1.1 Introduction
2. 1.2 Deep learning for internal vehicle monitoring
   • 1.2.1 Camera-based system
   • 1.2.2 Wearable sensor-based system
   • 1.2.3 Driver behavior monitoring
3. 1.3 Deep learning for surrounding environment perception
   • 1.3.1 Road detection
   • 1.3.2 Vehicle surrounding environment detection
   • 1.3.3 Object detection in challenging environments
4. 1.4 Deep learning for traffic management
   • 1.4.1 ...