INTELLIGENT ANALYZER FOR UNATTENDED OBJECT DETECTION
Journal: INTERNATIONAL JOURNAL OF RESEARCH -GRANTHAALAYAH (Vol.3, No. 6)Publication Date: 2015-06-30
Authors : Rutuja Y. Khadse; S. S. Lokhande; S. A. Koti;
Page : 93-99
Keywords : Video Surveillance System; CCTV; Unattended Object; Object detection; Background subtraction;
Abstract
In recent year's surveillance system have become more popular in the field of computer vision. An object which is left at a particular place under surveillance and unattended over a period of time is called unattended object. Places like airports, railway stations, big shopping malls etc. where there is potentially high security threat detecting unattended object is a very important. The main aim of project is to develop intelligent vision based analyser based on MATLAB using Image processing for unattended object detection.The detection is based on a simple mathematical model and works efficiently. The pre-processing involves a dual-time background subtraction algorithm which dynamically updates two sets of background, one after a very short interval and the other after a relatively longer duration. The framework of the proposed algorithm is based on the Approximate Median model.
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