MIA_Toolbox - Multivariate Image Analysis Software

With MIA_Toolbox, hyperspectral images from microscopy to remote sensing can be easily analyzed using your familiar PLS_Toolbox tools. Load, manipulate, and analyze multivariate images in the Analysis graphical interface. Enjoy higher-level command-line functions. Perform Principal Components Analysis, Multivariate Curve Resolution (ALS and Purity), SIMCA and PLSDA classification, K-Means clustering, and even PLS or PCR regression. MIA_Toolbox also adds functions designed to take advantage of the special “spatial” relationship inherent in a multivariate image including functions like Evolving Window Factor Analysis and Maximal Autocorrelative Factors, and a suite of Texture functions.

• “Automatic image display” technology to recognize and automatically present appropriate model results in image format.
• Image importing and building functions to make assembly of multivariate /images easier.
• Image specific functions including EWFA, MAF, and an image-enhanced Cluster analysis.
• Texture-analysis functions which encode the texture in an image into a vector for pattern or regression analysis.
• Edge detection, image erosin and morphing tools.
• Opotex TIFF an dLispix RAW file importers.
• Enables most standard PLS_Toolbox functions to work with /images.