Video foreground separation method and system based on adaptive robust principal component analysis
A principal component analysis, adaptive and robust technology, applied in the field of monitoring image foreground and background separation, can solve problems such as poor low-rank background effect, and achieve the effect of improving iterative efficiency
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[0049] The technical solutions of the present invention will be further described below in conjunction with the accompanying drawings and embodiments.
[0050] see figure 1 , a kind of video foreground separation method based on adaptive robust principal component analysis described in the present invention, comprises the following steps:
[0051] Step 1, pull the input image sequence into a column vector by row, and then form a new matrix M;
[0052] Step 2: Singular value decomposition is performed on the matrix M, the first r singular values of at least certain pivot information are obtained, and the rth singular value Z r As the initial threshold μ of the singular value threshold calculation, in this embodiment, the first r singular values containing at least 95% of the pivot information are taken.
[0053] Step 3, in order to eliminate the influence of fusion of information between the foreground object and the background of the image, set sparse weights for each si...
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