Q: Deep Sky Stacker hints & tips

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SUMMARY

The discussion focuses on optimizing image stacking using Deep Sky Stacker (DSS) for astrophotography. Key insights include the importance of stacking RAW images instead of JPGs to preserve dynamic range and color saturation, and the necessity of acquiring 'flats' at the same f-stop as the images to avoid calibration issues. Optimal results are achieved by registering images with a threshold of 50-100 stars and using the 'auto adaptive weighted average' stacking method. Post-processing is recommended to be done in software like Photoshop or ImageJ rather than DSS for better results.

PREREQUISITES
  • Understanding of RAW image processing in astrophotography
  • Familiarity with Deep Sky Stacker (DSS) version 4.2.1
  • Knowledge of image calibration techniques, including the use of 'flats'
  • Basic skills in post-processing software like Photoshop or ImageJ
NEXT STEPS
  • Research techniques for preserving dynamic range in astrophotography images
  • Learn about optimal white balance and luminance adjustment methods in post-processing
  • Explore advanced stacking techniques in Deep Sky Stacker, including dithering methods
  • Investigate additional post-processing tools and techniques for astrophotography, such as Neat Image
USEFUL FOR

Astrophotographers, image processing enthusiasts, and anyone looking to enhance their skills in using Deep Sky Stacker for optimal image stacking and post-processing.

Andy Resnick
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There seems to be enough of us night owls who use DSS for me to open a discussion about how to 'tune' all of the parameters to get an optimal result. Personally, I've used the program for a few years but still have no clue about many of the settings, and would appreciate any insight. First, what I've learned:

In general, stack RAW rather than JPG: the extra bits in RAW help to preserve the dynamic range and color saturation. Using 'flats' helps enormously, but remember to acquire the flats at the same f/# as the images, otherwise the calibration will spectacularly fail because the vignetting can change dramatically. I can stack images taken with high ISO, as long as there's enough of them to smooth out the noise. I do not use any in-camera noise reduction, and set the white balance to 'auto'.

When registering the images, I get optimal results when my threshold provides about 50-100 stars per image. More stars just takes longer to align, fewer stars results in dropped frames. After I register the images, I manually threshold the list by star FWHM (full width half maximum)- frames above the threshold are smeared and/or blurred, so I just delete those from the disk. The specific threshold varies, but for me it's around 5.5 pixels.

For stacking parameters, I've gotten the best results with 'auto adaptive weighted average', with a number of iterations about equal to the number of images. I have tried the 2x and 3x dithering with marginal improvements- I have to window the images to do this, and batch stacking does not seem to remember that, leading to failed (out of memory) runs.

After I adjust the initial 32-bit image, I export the file and perform additional post-processing with ImageJ and Neat Image as needed (e.g. background subtraction, noise reduction, color balance, etc.)

Now what I would like to learn:

1) If my field of view has a large dynamic range (bright stars through faint nebula), how can I best preserve the dynamic range? I've tried acquiring a subset of images at low sensitivity to not overexpose the highlights, but then there's not enough stars for DSS to align. Alternatively, after stacking, I can adjust the exposure curve of the 32-bit image to almost look like a step function (more on this later), but then my bright stars bloom out to giant blobs. Any tips?

2) After stacking, I have a 32-bit image that I first manipulate in DSS and save as a 3 x 16-bit TIFF stack. For the initial DSS post-processing step, I have no idea how to optimally white balance and luminance adjust- for example:

The RGB/K levels can be scaled linearly, logarithmically, log(log),... Which is the best? Is there a best?

My initial color balance method is to adjust the color sliders until the gaussian curves are all centered on each other, with the peak located at about the 25% level. This is not easy, I end up moving the mouse in millimeter increments to adjust, so I'm wondering what I'm doing wrong.

When I adjust the luminance, I often end up with a *very* steep midtone to pull out the faint stuff, also requiring very fine mouse movements- but this is because I am viewing the image on an 3 x 8-bit RGB display, which has much less dynamic range than the data. Hints?

This post is getting long... that's enough for now.
 
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Andy Resnick said:
In general, stack RAW rather than JPG: the extra bits in RAW help to preserve the dynamic range and color saturation. Using 'flats' helps enormously, but remember to acquire the flats at the same f/# as the images,

YES

Andy Resnick said:
When registering the images, I get optimal results when my threshold provides about 50-100 stars per image. More stars just takes longer to align, fewer stars results in dropped frames.

similar range to what I do

Andy Resnick said:
For stacking parameters, I've gotten the best results with 'auto adaptive weighted average', with a number of iterations about equal to the number of images. I have tried the 2x and 3x dithering with marginal improvements- I have to window the images to do this, and batch stacking does not seem to remember that, leading to failed (out of memory) runs.

haven't got the hang of this one for best results ... end up fumbling a bit

Andy Resnick said:
After I adjust the initial 32-bit image, I export the file and perform additional post-processing with ImageJ and Neat Image as needed (e.g. background subtraction, noise reduction, color balance, etc.)

I NEVER process in DSS ... I do the stack only then save ... this is how I do it after much consultation with others ...

Under Output tab select "create output file." Also select "Autosave" and choose where to save it in the next section. Then click okay to close this window and return to the Actions window.

Click okay and let DSS stack the image. Wait for it to finish and make NO adjustments to the result. When it is finished choose "Save picture to file" from the Processing menu along the left of the screen. The "Save As" dialog will come up. Choose where to save and what name, etc. Also choose the final output file type - FITS or TIFF and be sure they are the simple 16 bit files, not the integer stuff. I like the TIFF image (16 bit/channel).

Choose no compression. Then the really important part! Choose embed adjustments but DO NOT APPLY THEM! This prevents the image from being stretched by DSS, which can lead to all the problems we are trying to avoid. Let other software do the stretching because it is better at it.

I use photoshop to do my adjustments it has ALWAYS resulted in better looking images.
Andy Resnick said:
1) If my field of view has a large dynamic range (bright stars through faint nebula), how can I best preserve the dynamic range? I've tried acquiring a subset of images at low sensitivity to not overexpose the highlights, but then there's not enough stars for DSS to align. Alternatively, after stacking, I can adjust the exposure curve of the 32-bit image to almost look like a step function (more on this later), but then my bright stars bloom out to giant blobs. Any tips?

this is where Photoshop ( GIMP etc) using layers comes to the fore.
a thread on cloudy nights on M42 core processing and it would apply to any other wide dynamic range object(s)

http://www.cloudynights.com/topic/488925-orion-core-processing-questions/
Andy Resnick said:
2) After stacking, I have a 32-bit image that I first manipulate in DSS and save as a 3 x 16-bit TIFF stack. For the initial DSS post-processing step, I have no idea how to optimally white balance and luminance adjust- for example:

The RGB/K levels can be scaled linearly, logarithmically, log(log),... Which is the best? Is there a best?

As I said above, don't use DSS for processing, most people will tell you that it isn't the best at it :smile:Dave
 
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