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GUI for Multivariate Image Analysis of 4-dimensional data 1.0

  Date Added: April 08, 2013  |  Visits: 255

GUI for Multivariate Image Analysis of 4-dimensional data

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This GUI includes is a set of multivariate image analysis methods for analyzing image data sets acquired at two variables. For example: emission excitation image data, spectral or dynamic (temporal) sequences of images acquired at different depths using microscopy.Two approaches are included:1. 2-step two-way MIA using PCA, MCR. MAF and Simplisma. In this method, image sequences as a function of variable1 at fixed variable2 are analyzed by two-way method during the 1st step and then the resulted score images at each variable 2 are combined into a new data set and are analyzed by the same two-way method at the 2nd step.2. Three-way analysis using Parafac, Tucker,three-way augmented MCR and MAF methods. Nonnegativity constraints are imposed during all three model fitting. All three methods will result in score image and associated loadings as a function of both variables.Classification is also added.Please refer to a User Guide for more details.Test image data set is included.Memory extensive! Might need to spend some time to get your images into the GUI ? resize, subset or bin for it to work.Requirements: Image Processing toolbox, PLS_toolbox.GUI USES LARGE NUMBER OF SUBSET FUNCTIONS. I WAS TRYING NOT TO FORGET TO INCLUDE ALL OF THEM. BUT IF YOU GET AN ERROR MISSING ANY OF THEM, PLEASE E-MAIL ME DIRECTLY.

Requirements: No special requirements
Platforms: Matlab
Keyword: Added Classification Details Extensive Guide Loadings Memory Refer
Users rating: 0/10

License: Shareware Size: 593.92 KB
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