his package includes 4 folders. Folder toydata contains core code and demo of the original BRPCA Model Folder MarkovDependency contains core code and demos of the modified BRPCA Model with Markov dependency employed Folder NonstationaryNoise contains core code and demos of the modified BRPCA Model with Markov dependency employed and the noise variances are different from contuguous frames. Folder Videodata contains the video data used by the experiment.

readme.txt
MarkovDependency\Bayesian_RPCAmcmc_MarkovDep.m
................\Demo_realdata.m
................\InitialPara_random_MarkovDep.m
................\realdataDisplay.m
MarkovDependency
NonstationaryNoise\Bayesian_RPCAmcmc_MarkovDep_NN.m
..................\Demo_realdata1.m
..................\InitialPara_random_MarkovDep_NN.m
..................\realdataDisplay.m
NonstationaryNoise
toydata\Bayesian_RPCAmcmc.m
.......\Demo_toydata.m
.......\InitialPara_random.m
toydata
Videodata\WalkByShop1cor0_15_2359.mat
Videodata

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