Driver's drowsiness detection based on visual information

Abstract:

In this paper, a new Driver Assistance System (DAS) for automatic driver's drowsiness detection based on visual information and image processing is presented. This algorithm works on several stages using Viola and Jones (VJ) object detector, expectation maximization algorithm, the Condensation algorithm and support vector machine to compute a drowsiness index. The goal of the system is to help in the reduction of traffic accidents caused by human errors. Examples of different driver's images taken over a real vehicle are shown to validate the algorithm.

Año de publicación:

2008

Keywords:

• Support Vector Machine
• Driver assistance system
• object detection
• Intelligent transportation technology
• Drowsiness

Fuente:

google

scopus