Detection of motorcyclists without helmet in videos using convolutional neural network

D Singh CK Mohan S Babu C Vishnu Dinesh Singh C. Krishna Mohan Sobhan Babu
In order to ensure the safety measures, the detection of traffic rule violators is a highly desirable but challenging task due to various difficulties such as occlusion, illumination, poor quality of surveillance video, varying whether conditions, etc. In this paper, we present a framework for automatic detection of motorcyclists driving without helmets in surveillance videos. In the proposed approach, first we use adaptive background subtraction on video frames to get moving objects. Later convolutional neural network (CNN) is used to select ...