A Study on Real-time Object Tracking in Distributed Networks.

Autor: Sheshan, Ashrith, Rawat, Ashish, Abhishek, K., Tiwari, Aditya, Nayak, Jyothi S.
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Zdroj: International Journal of Computer Science & Management Studies; Feb2016, Vol. 23 Issue 1, p1-8, 8p
Abstrakt: In the past 15 years we have witnessed a tremendous increase in the usage of camera to capture videos. Cameras are widely used in surveillance of offices, malls, schools etc. The conventional architecture involves a cluster of cameras that communicate with a centralized server where all the processing is done. But as the network grew bigger the centralized network failed to show robustness. This instigated a need for a distributed camera network with optimized image processing algorithm to accommodate reduced computing. This paper outlines the concepts, architecture and application of this much needed distributed technology using the consensus algorithm. It also outlines the optimizations that need to be done in image processing inorder to compensate for the reduction in computing power at the nodes of the network. In this paper we also cite some recent research and outline its advantages over the traditional architecture. [ABSTRACT FROM AUTHOR]
Databáze: Complementary Index