DEVELOPMENT OF A DROWSINESSWARNING SYSTEM USING NEURALNETWORK

International Journal of Advanced Research in Electrical, Electronics and Instrumentation Engineering

article

Itenderpal singh¹  V.K.Banga² 

[1] Dept. of ECE, Amritsar College of Engineering & Technology;Dept. of ECE/EEE, Amritsar College of Engineering & Technology

关键词: Drowsiness warning system;    accidents;    face detection;    eye detection;    neural network;   

来源: Research & Reviews

【 摘 要 】

In this paper, a vehicle driver drowsiness warning system using image processing technique with neural network is proposed. The proposed system is based on facial images analysis for warning the driver of drowsiness or inattention to prevent traffic accidents. The facial images of driver are taken by a video camera which is installed on the dashboard in front of the driver. A Neural network based algorithm is proposed to determine the level of fatigue by measuring the eye opening and closing, and warns the driver accordingly. The results indicated that the proposed expert system is effective for increasing safety in driving.

【 授权许可】

Unknown