The Sloan Digital Sky Survey
alliance.nautil.us
alliance.nautil.us
http://skyserver.sdss.org/dr14/en/proj/projhome.aspx
Some of the advanced projects are to make an HR diagram, classify stellar spectra, and calculate the redshift of quasars. Of course, all the data is public so the guides are just a start --- you can keep going in any interesting direction. It doesn't take long to get to the point where you're doing real research.
It's pretty cool that thanks to this project anyone with an Internet connection can reproduce fundamental astronomical results for themselves.
[1]: my 2017 images https://www.flickr.com/photos/joelkuiper/38496747325/
[2]: http://cosmo.nyu.edu/hogg/research/2006/09/28/astrometry_goo...
[3]: https://www.flickr.com/photos/joelkuiper/24582661547
[4]: http://astrodon.com/store/p12/Astrodon_Photometrics_Sloan_Fi...
[5] http://trappedphotons.com/files/tmp/Making%20Pretty%20Pictur...
I'm a bit unclear on how the "quads" are chosen (ie. which 4 stars are grouped together). I assume your image and the sky-survey database you're comparing to are at a completely different detail-level. Choosing every combination of 4 stars seems not practical. If you just choose groups of 4 that are next to each other then you may find the database has dozens of stars in between your quad's stars (b/c it's at a higher detail level)
The slides acknowledge this by saying " Finally, there is the additional problem of distractor & dropout stars", but I don't see their solution :)
Maybe this is a clue "Cycle through all possible valid* quads (brightest first) and compute their corresponding codes" but there are no details.
With my imperfect knowledge of astrophysics and hacked-up scripts, it was pretty intimidating to stand up and present my "interesting-but-will-probably-need-more-detailed-research" to a bunch of people with literally decades of experience in the field and have them take me seriously and ask questions.
I do other things now, but it's a pleasant surprise from the past to see this on here :)
It's really a technological marvel, and some truly brilliant engineers and scientists were working on it. I'm intensely gratified that the survey has been such a smashing success; they all deserved it.
The part I was always most impressed with was they way they took the spectra. As mentioned in the article, the survey was twofold: the image survey over the vast swaths of the sky and somewhere around 2,000,000 spectra taken of distant objects.
Every single one of those spectra was taken by use of a fiber optic cable at the focus point of the telescope. They would take a metal plate, drill holes in it where the objects would appear, and plug the holes by hand with the cables: http://blog.sdss.org/wp-content/uploads/2014/05/twitter5.jpg
2 million times!
One thing to add, too, is that the plates are pretty big! Each one is about three feet across and maybe 1/8 inch thick!
https://science.nrao.edu/science/surveys/vlass
https://sciencesprings.wordpress.com/2017/12/28/from-nrao-th...
https://youtu.be/uecdcADM3hY?list=PLP8iPy9hna6QpP6vqZs408etJ...