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Astrophotography by Bob Franke

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About Color Bias and Applying Color Balance Ratios

Color bias and gradient removal are linear processes using only addition or subtraction. Color balancing uses multiplication or division. Therefore color bias and gradient removal are performed before color balancing.

This test shows that removing the color bias before or after applying color ratios makes little or no difference in the final color. However, this is no excuse for not doing the processes in the proper order. It may make a difference.

Aperture photometry subtracts the surrounding background level from a star's brightness. So addition or subtraction pixel math has no effect on color balance calculations. When using several stars for determining color balance, gradient removal may have a very small, less than 1%, effect. With the following images, the eXcalibrator results were nearly identical before and after gradient or color bias removal.

 

Software Used:

PixInsight (PI) for gradient removal.

eXcalibrator for color balance calculations.
CCDSstack for pixel math and RGB image creation.

 

 

The test image gradients vary greatly between the three color channels. The best result was obtained by processing the color channels individually.

 

Original Red

Flattened Red

Original Green

Flattened Green

Original Blue

Flattened Blue

 

 

Changes caused by PixInsighrt scaling.

When PixInsight loads a FITS image the data are immediately rescaled from 0.0 to 1.0. To use the data with eXcalibrator, the PI files were saved as 16-bit unsigned integer. With this format, PI uses a scale of 0 to 65,535. This rescaling also changes the color balance. With the original data, the RGB color correction ratios are 1.000, 1.054 and 1.152. After PI rescaling the RGB ratios changed to 1.000, 1.084 and 1.341. EXcalibrator calculated the ratios by using 22 stars from the SDSS- DR9 data.

The PixInsight rescaling also changed the color bias from red to blue. Since no data are lost, the rescaling is not a problem.

 

Original Data

After PixInsight  Rescaling

 

 

The rest of this presentation uses the PixInsight R,G and B images with the gradients removed. Pixel math was used to remove the color bias. The red data was increased by 3,860 and the green by 4,135.

 

Before Color Bias Removal

After Color Bias Removal

 

 

The following two images are with the bias removed before and after applying color balance ratios. In this case there is no perceived difference in the final color. This may be because the the pixel values of the galaxy are much greater than the background. With very aggressive color ratios, or an image dominated by a nebula, the difference may become visible.

 

Color Balance Set Before Removing Color Bias

  

Color Balance Set After Removing Color Bias