C# Class Accord.Imaging.Filters.FlatFieldCorrection

Flat field correction filter.

The goal of flat-field correction is to remove artifacts from 2-D images that are caused by variations in the pixel-to-pixel sensitivity of the detector and/or by distortions in the optical path. The filter requires two images for the input - source image, which represents acquisition of some objects (using microscope, for example), and background image, which is taken without any objects presented. The source image is corrected using the formula: src = bgMean * src / bg, where src - source image's pixel value, bg - background image's pixel value, bgMean - mean value of background image.

If background image is not provided, then it will be automatically generated on each filter run from source image. The automatically generated background image is produced running Gaussian Blur on the original image with (sigma value is set to 5, kernel size is set to 21). Before blurring the original image is resized to 1/3 of its original size and then the result of blurring is resized back to the original size.

The class processes only grayscale (8 bpp indexed) and color (24 bpp) images.

Sample usage:

 // create filter FlatFieldCorrection filter = new FlatFieldCorrection( bgImage ); // process image filter.ApplyInPlace( sourceImage );

Source image:

Background image:

Result image:

Inheritance: BaseInPlaceFilter

Mostra file Open project: accord-net/framework Class Usage Examples

Public Methods

Method	Description
FlatFieldCorrection ( ) : System	Initializes a new instance of the FlatFieldCorrection class. This constructor does not set background image, which means that background image will be generated on the fly on each filter run. The automatically generated background image is produced running Gaussian Blur on the original image with (sigma value is set to 5, kernel size is set to 21). Before blurring the original image is resized to 1/3 of its original size and then the result of blurring is resized back to the original size.
FlatFieldCorrection ( Bitmap backgroundImage ) : System	Initializes a new instance of the FlatFieldCorrection class.

Protected Methods

Method	Description
ProcessFilter ( UnmanagedImage image ) : void	Process the filter on the specified image.

Method Details

FlatFieldCorrection() public method

Initializes a new instance of the FlatFieldCorrection class.

This constructor does not set background image, which means that background image will be generated on the fly on each filter run. The automatically generated background image is produced running Gaussian Blur on the original image with (sigma value is set to 5, kernel size is set to 21). Before blurring the original image is resized to 1/3 of its original size and then the result of blurring is resized back to the original size.

public FlatFieldCorrection ( ) : System
return	System

FlatFieldCorrection() public method

Initializes a new instance of the FlatFieldCorrection class.

public FlatFieldCorrection ( Bitmap backgroundImage ) : System
backgroundImage	System.Drawing.Bitmap	Background image used for flat field correction.
return	System

ProcessFilter() protected method

Process the filter on the specified image.

protected ProcessFilter ( UnmanagedImage image ) : void
image	UnmanagedImage	Source image data.
return	void