Advanced Driver Intention Inference: Theory and Design 1st Edition

Advanced Driver Intention Inference: Theory and Design 1st Edition – Ebook Instant Download/Delivery ISBN(s): 9780128191132,0128191139,9780128191149, 0128191147

Product detail:

• ISBN 10:  0128191147
• ISBN 13: 9780128191149
• Author: Yang Xing, Chen Lv, Dongpu Cao

Advanced Driver Intention Inference: Theory and Design describes one of the most important function for future ADAS, namely, the driver intention inference. The book contains the state-of-art knowledge on the construction of driver intention inference system, providing a better understanding on how the human driver intention mechanism will contribute to a more naturalistic on-board decision system for automated vehicles.

• Features examples of using machine learning/deep learning to build industry products
• Depicts future trends for driver behavior detection and driver intention inference
• Discuss traffic context perception techniques that predict driver intentions such as Lidar and GPS

Table of contents:

1. Chapter 1. Introduction
2. Chapter 2. State of the Art of Driver Lane Change Intention Inference
3. Chapter 3. Road Perception in Driver Intention Inference System
4. Chapter 4. Design of Integrated Road Perception and Lane Detection System for Driver Intention Inference
5. Chapter 5. Driver Behavior Recognition in Driver Intention Inference Systems
6. Chapter 6. Application of Deep Learning Methods in Driver Behavior Recognition
7. Chapter 7. Longitudinal Driver Intention Inference
8. Chapter 8. Driver Lane-Change Intention Inference
9. Chapter 9. Conclusions, Discussions, and Directions for Future Work

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