Inference

Denoising images through sampling.

There are three sampling methods.

1. Iterative Conditional Modes (ICM)

To run this,

python ICM_sampler.py

2. Gibbs Sampling

To run this,

python Gibbs_sampler.py

To run the random version,

python RandomGIBBS_sampler.py

##3. Variational Bayes To run this,

python VariationalBayes_sampler.py

Image Segmentation using KNN Classifier

To run this,

python IMSEG.py

Dependencies

• scipy
• numpy
• matplotlib
• scikit-learn