image thumbnail

GUI for Multivariate Image Analysis of Multispectral Images

version 1.0.0.0 (54.3 KB) by Kateryna Artyushkova
A GUI for MIA of multispectral image data sets (PCA, Simplisma, MCR, classification).

15.3K Downloads

Updated 29 Nov 2004

View License

A GUI for MIA of multispectral image data sets (PCA, Simplisma, MCR, classification) and basic processing techniques (threshold, histogram, profile plotting, image filters filters)

Runs under both MATLAB 14 and 13 versions.

Please e-mail me directly if problems/errors are found.
I really appreciate your feedback!

Requires Image Processing Toolbox.
Requires PLS_Toolbox.

Contains following Multivariate routines:
- PCA, Simplisma (pure variable method) and MCR (Multivariate Curve Resolution);
- Three types of image classification (2 unsupervised (K means, Fuzzy C) and 1 supervised (Maximum Likelihood)).

Basic image processing (from IP toolbox):
- cropping, resizing
- Filtering:
- averaging
- contrast enhancement
- morphological (opening, closing, eroding, dilation)
- edge extraction

- histogram equalization (GUI histogram.m)
- threshold (GUI threshold.m)
- profile plotter(GUI profile.m)

Works with most types of image formats:
- JPEG, TIFF, BMP and more (see imread.m for format types)
- RGB images are converted to grayscale
- mat files containing three-dimensional arrays: [m x n x p]
- Works with TEXT files containing image arrays or individual files
- Works with Kratos VAMAS format XPS photoelectron images *.vms

To run, type:
image_mva

Following GUIs can be used individually. Look in help for the instructions.
profile
threshold
histogram

I would like to acknowledge following files by other users:

Clustering Toolbox by David Corney

threshold_grayscale_image.m routine by Alister Fong

uigetfiles routine for selecting multiple files by Greg Aloe

Cite As

Kateryna Artyushkova (2021). GUI for Multivariate Image Analysis of Multispectral Images (https://www.mathworks.com/matlabcentral/fileexchange/6072-gui-for-multivariate-image-analysis-of-multispectral-images), MATLAB Central File Exchange. Retrieved .

MATLAB Release Compatibility
Created with R14
Compatible with any release
Platform Compatibility
Windows macOS Linux

Community Treasure Hunt

Find the treasures in MATLAB Central and discover how the community can help you!

Start Hunting!