Answers are grounded in this paper and cite their sources.
Automatic moving object detection and tracking is very important task in video surveillance applications. In this paper, we propose a novel scheme for moving object detection based on Locality Preserving Projections (LPP). It is also known as Laplacian eigenmaps, which optimally preserves the neighborhood structure of the data set [1]. The proposed method was tested on standard PETS dataset and many real time video sequence and the results was satisfactory.
No takes yet. Share an insight, caveat, or question.
Krishna et al. (2012) studied this question.
Synapse has enriched 10 related papers. Consider them for comparative context: