Wednesday, July 3, 2024

Matching the 'Look' Using CDFs and Final Tweaks...

 As an exercise I was interested to see how close an example Seestar S50 observation image could be processed to take on the 'look' of a target image.

As before a target image was loaded and a histogram applied to the Seestar S50 observation image data via a CDF (Cumulative Distribution Function) as shown below.

Histogram Matching Using CDFs
The target image 'look' is shown below in more detail...
Target Image for Matching to a 'Look'
It can be seen that the resulting matched image has the general look of the target image - but appears significantly de-saturated. To see if it is just a matter of de-saturation the resulting matched image was imported into GIMP and adjustments made to both saturation and colour temperature.

Before adjustment in GIMP...
Resulting Matched Image Before Adjustment in GIMP
... and after adjustment in GIMP...
Resulting Matched Image After adjustment in GIMP
Although the resulting matched observation image has a similar 'look' to the target image - it required manual adjustment (GIMP). Experiments will be done to determine whether examination of other statistics will allow automation of that adjustment.