Automatic Detection of Bike-riders without Helmet using Surveillance Videos in Real-time

Conference/Journal
IEEE
Authors
Kunal Dahiya Dinesh Singh C. Krishna Mohan
BibTex
Abstract
Abstract: In this paper, we propose an approach for automatic detection of bike-riders without helmet using surveillance videos in real time. The proposed approach first detects bike riders from surveillance video using background subtraction and object segmentation. Then it determines whether bike-rider is using a helmet or not using visual features and binary classifier. Also, we present a consolidation approach for violation reporting which helps in improving reliability of the proposed approach. In order to evaluate our approach, ...