BCPF
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Matlab code of Bayesian CP Factorization for Tensor Completion (Written by Qibin Zhao 2014) To run the code: 1. Change Matlab work directory to "/BCPF_Toolbox_QZhao/". 2. Run "loadpah" code to add the current folder and subfolders into Matlab path searching list. 3. Open and run the demo files. We provide two demo codes: I. DemoBayesCP.m: Demonstration on synthesic data II. DemoBayesCP_Image.m Demonstration for image completion The package includes four algorithms: 1. BCPF.m BCPF for fully observed tensor 2. BCPF_TC.m BCPF for incomplete tensor 3. BCPF_IC.m BCPF for image completion 4. BCPF_MP.m BCPF using mixture priors for image completion In this package, we used the tensor toolbox 2.5, which is downloaded from (http://www.sandia.gov/~tgkolda/TensorToolbox) The tools for visualization of tensor with voxels is from Tensorlab (http://www.tensorlab.net/)