A Tutorial on Modeling and Inference in Undirected Graphical Models for Hyperspectral Image Analysis

This repository contains MATLAB code to reproduce the results in

U. B. Gewali and S. T. Monteiro. "A tutorial on modelling and inference in undirected graphical models for hyperspectral image analysis." International Journal of Remote Sensing (2018): 1-40. [article][bibtex][preprint]

Usage

Download and install datasets and toolboxes

>> make

Run Experiments

Experiment 1: (Tables 1-5 in the paper)

>> run_expt1

Experiment 2: (Tables 6-9 in the paper)

>> run_expt2