Computationally Efficient Algorithm for Detecting Moving Objects with Moving Background

Abstract

Abstract— The area of moving object detection has been a constant topic of research in more than a decade, where a research community have witnessed various significant contribution in the past that mitigates the problem of real-time and moving object detection. In our prior studies, we have addressed such issues using various sophisticated technique yielding superior results. But, it is felt that some light weight algorithm is required for the purpose of performing moving object detection with complete retention of object detection accuracy. This paper have presented a very simple algorithm that uses visual descriptor for extracting the dynamic features during fast transition of frames. The proposed algorithm is tested with one of the most significant work done recently on same purpose with respect to precision and recall rate along with analysis of processing time of proposed algorithm.