Real-time Analysis of Video Surveillance using Machine Learning and Object Recognition (original) (raw)

1Professor, Dept. of Electronics and Telecommunication, Xavier Institute of Engineering, Mumbai, Maharashtra, India 2,3Student, Department of Electronics and Telecommunication, Xavier Institute of Engineering, Mumbai, Maharashtra, India ---------------------------------------------------------------------***---------------------------------------------------------------------Abstract Widely accepted standards for video surveillance are very poor and inadequate in critical situations and often they fail to recognize or even identify suspicious activities. Our goal is to explore the feasibility of our proposed methodology of implementing a novel video surveillance system. This paper aims at studying the various existing algorithms in computer vision and implement algorithms and techniques best suited for our system. The objective is to develop a better system which utilizing machine learning, computer vision and image processing algorithms to detect and analyze objects of interest in ...

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