CTPCP

Codes

• You can tune parameters for ctpcp.m by expRun.m.
• Other helping funtions can be found in methods/
• Codes listed below for tensor operators are borrowed from LibADMM:

proximal_operator/
tensor_tools/
methods/trpca_tnn.m

Documentation

• admm_ctpcp/ explains the algorithm for solving CTPCP by ADMM in details.
• tex/ contains original LaTeX files for the draft.

References:

• Simulation settings：Tensor Robust Principal Component Analysis: Exact Recovery of Corrupted Low-Rank Tensors via Convex Optimization

• Ituition on solving CTPCP by ADMM: Dynamic MR Image Reconstruction–Separation From Undersampled (k, t)-Space via Low-Rank Plus Sparse Prior

• Guassion Sampling: page 6 of Compressive Principal Component Pursuit