A unified process of big surveillance video data by smart monitoring cameras using big data management

Abstract

Cities which use data for making the places faster, secure and intelligent are called modern cities. The data-driven activities can be anything like terrorist attacks, controlling traffic garbage utilisation, dynamic speed limiter etc. Smart cameras replacing with the normal Closed-circuit television (CCTV) can make a huge impact on the city. smart cameras with the intelligent processing system integrated to it can recognise any activities which are not normal. In this paper, we will be proposing an approach which can be used for monitoring important places in a city like Hospitals, hotels, public places, secluded places etc. Since in order to achieve this we need a huge amount of data for which we need a structure or an architecture to store data. Since Hadoop distributed file system can store huge amount of data and at the same time can process it in a very intelligent way.we choose Hadoop architecture to process and get insights into our data.