Chapter 14 A New Detecting and Tracking Method in Driver Fatigue Detection

摘要

In order to reduce the traffic accidents caused by driver fatigue, this paper extends the TLD tracking algorithm to the case of detecting and tracking driver's face and local areas which is based on the machine vision. We address problems of detecting driver's face and local areas, which contain the driver's fatigue information, via adaboost cascade classifier based on haar-like features and track the target areas by the TLD method. The main results are given in terms of the accuracy of detecting driver's face and local areas. Lay a foundation for the driver fatigue detection.