Purdue University
School of Electrical and Computer Engineering
Computational Imaging Laboratories

MAP Image Restoration using JAX


Abstract

In this laboratory, learn how to restore blurred and noisy images using JAX by computing the MAP estimate of the image using both Gaussian and non-Gaussian MRF models.

To run this laboratory, you will need:


jax_startup - A GitHub repository containing an example JAX programs.

img04g.tif - Example gray scale image used in laboratory.

Part I: Laboratory Procedure - Instructions for running Part I of the laboratory in pdf format.

Part II: Laboratory Procedure - Instructions for running Part II of the laboratory in pdf format.


Questions or comments should be sent to: