December 9, 2017
Comments Off on Moving Object Detection Using Tensor-Based Low-Rank and Saliently Fused-Sparse Decomposition
Posted in: IEEE 2017, MATLAB
Moving Object Detection Using Tensor-Based Low-Rank and Saliently Fused-Sparse Decomposition Abstract: In this paper, we propose a new low-rank and sparse representation model for moving object detection. The model preserves the natural space-time structure of video sequences by representing them as three-way tensors. Then, it operates the low-rank background and sparse foreground decomposition in the […]
December 9, 2017
Comments Off on Moving Object Detection With a Freely Moving Camera via Background Motion Subtraction
Posted in: IEEE 2017, MATLAB
Moving Object Detection With a Freely Moving Camera via Background Motion Subtraction Abstract: Detection of moving objects in a video captured by a freely moving camera is a challenging problem in computer vision. Most existing methods often assume that the background (BG) can be approximated by dominant single plane/multiple planes or impose significant geometric constraints […]