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A MATLAB implementation of "Fast and Memory-Efficient algorithm for Robust PCA", ICASSP 2018.

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Folder contains a MATLAB implementation of MERoP

If you use this code please cite the following paper

[1] A fast and Memory-Efficient Algorithm for Robust PCA (MERoP), Praneeth Narayanamurthy and Namrata Vaswani, to appear ICASSP 2018.

Contents of the folder:

1. DemoFB.m: This is the wrapper file that performs the background subtraction task on videos.
2. MERoP.m:  This is the main function that DemoFB.m calls.
3. utils:    This folder contains several intermediate functions.
4. Data:     This folder contains the an example data video.	

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A MATLAB implementation of "Fast and Memory-Efficient algorithm for Robust PCA", ICASSP 2018.

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