Moving Object Detection under Moving Camera by Rank Minimization

Abstract

We propose a method for moving object detection under a moving camera by the rank minimization approach. Moving object detection under the moving camera system is a challenging problem. Recent approaches are based on complex cascade step approaches. By utilizing the rank minimization framework, alignment and moving object detection are performed simultaneously. We validate efficiency and robustness of the proposed method by showing qualitative evaluations.