Development of Human Tracking in Video Surveillance System for Activity Analysis
Neelam V Puri · IOSR Journal of Computer Engineering · 2012
In current era of digital technology visual surveillance systems are persistently in pursuance of being easier to use, versatile, inexpensive and very fast.Continuous video capturing systems are the replacement for human watch, because as we know human can be easily distracted and one mistake may lead to big disaster.So video surveillance systems make this kind of work very easier for user and it provides security and control where all time watch is required.Proposed algorithm will helpful for to detect moving object and classify it as human being and keep track of moving human.This procedure is done without getting help of any additional sensing device.In this paper proposed system can classify in three steps detection, tracking and action analysis.Detection of human being is done by combination of morphological procedure and feature extraction method.Tracking of same human and occlusion handling is done in second phase.At last phase activity analysis is done and in case of any abnormal activities, an alert should be issued.