pca

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Principal Component Analysis
 
Principal Component Analysis
 
   
 
   
Compute the principal components, [[eigen]] values and eigen vectors of a three band [[byte]] image
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Compute the principal components of a three band [[byte]] image
 
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Arguments: A numeric array and ignore value
 
Arguments: A numeric array and ignore value

Revision as of 14:19, 28 March 2006


Description

Principal Component Analysis

Compute the principal components of a three band byte image

Arguments and Return Values

Arguments: A numeric array and ignore value

Return Value: The rotated data

Usage

Syntax: pca(image)

'image' - A numeric array

'ignore' - An optional ignore value for matrix calculations

Examples

dv> a
600x600x3 array of byte, bip format [1,080,000 bytes]

dv> b=pca(a)
  data: 600x600x3 array of double, bip format [8,640,000 bytes]

Images

Original Image

unfiltered.png

Three principal components

comp1.png comp2.png comp3.png

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Major Sub-Functions

Related Functions

Recent Library Changes

Created On: 02-15-2006
Modified On: 07-16-2012

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