CS-736 Algorithms for Medical Image Processing

Assignments

Assignment 1

X-Ray Computed Tomography : Radon Transform.
X-Ray Computed Tomography : Filtered Backprojection
X-Ray Computed Tomography : Incomplete Data

Assignment 2

Diffusion Tensor Magnetic Resonance Imaging
Denoising a Phantom Magnetic Resonance Image using MAP algorithm with MRF based priors
Denoising a Magnetic Resonance Image of the Brain using MAP algorithm with MRF based priors

Assignment 3

Reconstructing a Phantom Magnetic Resonance Image using MAP Bayesian model and dynamic stepped optimization
Reconstructing a Magnetic Resonance Image of the Brain using multiple Markov Random fields in f-domain

Assignment 4

Segmenting a Brain Magnetic Resonance (MR) Image using modified fuzzy-c-means (FCM)
Segmenting a Brain Magnetic Resonance (MR) Image using EM (expectation maximization) with GMM for intensity and MRF model for labels

Authors and Contributors

@meetshah1995
@BijoySingh