Computer Vision for Driver Assistance Simultaneous Traffic and Driver Monitoring /

• Main Authors: Rezaei, Mahdi (Author), Klette, Reinhard (Author)
• Corporate Author: SpringerLink (Online service)
• Format: Electronic eBook
• Language: English
• Published: Cham : Springer International Publishing : Imprint: Springer, 2017.
• Series: Computational Imaging and Vision, 45
• Subjects: Mathematics.; Image processing.; Pattern recognition.; Computer science > Mathematics.; Computer mathematics.; Mathematical Applications in Computer Science.; Image Processing and Computer Vision.; Pattern Recognition.

This book summarises the state of the art in computer vision-based driver and road monitoring, focussing on monocular vision technology in particular, with the aim to address challenges of driver assistance and autonomous driving systems. While the systems designed for the assistance of drivers of o...

Table of Contents:

• Vision-Based Driver-Assistance Systems
• Driver-Environment Understanding
• Computer Vision Basics
• Object Detection, Classification, and Tracking
• Driver Drowsiness Detection
• Driver Inattention Detection
• Vehicle Detection and Distance Estimation
• Fuzzy Fusion for Collision Avoidance.