The invention discloses a driver fatigue detecting
system based on a smart
mobile phone. A video colleting module (1) collects images of the face and the eyes of a driver. An image preprocessing module (2) removes
image noise through the gray scale adjustment of the image pixel points. A face detecting and locating module (3) achieves
face detection and locating based on image pixel nonlinear
color transformation. A face following module (4) improves the speed of detection of the face area of the driver through the correlation between every two adjacent images. An eye detecting module (5) conducts binarization on the images based on the improved horizontal
Sobel edge detection method. An eye
feature parameter extracting module (6) extracts the
pupil opening degree feature parameters. A fatigue judging module (7) judges whether the driver is fatigue when driving a vehicle based on the PERCLOS method. According to the driver fatigue detecting
system based on the smart
mobile phone, the
face detection is rapid, efficient and accurate, the requirement for the resolution is low, a camera of an ordinary
mobile phone can achieve image collection and detection, popularization and application are convenient, cost is low, and the accuracy is high.