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