Distributed and collaborative real-time vehicle detection and classification over the video streams

Abstract Traffic surveillance cameras are widely used in traffic management and information systems. Processing streaming media in real time is resource and time-consuming processes and even impossible to realize in most real-world applications. To overcome the performance problems in such applications, this article introduces a middleware system based on pub/sub messaging protocol and a dispatcher … Read more

Measuring the Efficiencies of Vehicle Classification Algorithms on Traffic Surveillance Video

Abstract— Traffic management and information systems need to obtain information about traffic with various sensors to control the traffic follow properly. In this context, videos are very actively used in traffic surveillance and control in recent years. With the help of image processing based video surveillance system in traffic management systems, many studies are done. … Read more