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- Video Views: 1152
- Published On: 2022-05-08 22:00:23
- Video Published/Author: Space Mog
- Video Duration: 00:07:35
- Source: Watch on YouTube
Hi Spacecats, I’m Dr Maggie Lieu and welcome to my channel, where you can find all things space, astronomy and physics! My student published his first paper this week on using artificial intelligence to enhance the astronomical images from ESA’s XMM-Newton telescope. So le’ts talk about that.
Links:
Sweere+2022: https://arxiv.org/abs/2205.01152
Jenkins+2008: https://arxiv.org/abs/0801.2356
Media credits:
hubble galaxies: ESA/Hubble/Digitized Sky Survey/Risinger
filament: ESO/Calçada/Subaru/National Astronomical Observatory of Japan/Tanaka
Perseus: ZuHone/Harvard
eROSITA: DLR
Xray photon detection: CXC/D. Berry
NGC 1672 CHANDRA/XMM: Jenkins 2008
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Awesome
Hi, What is the spatial resolution that you have been able to achieve after applying the algorithm ?
mlagents in python creates miracles! I believe it's possible.
Fascinating. This kind of AI image processing really seems to be taking off. Strangely enough I've been looking into some of the amazing work that's coming out of AI generated art at the moment and it seems to be using a kind of inverted version of the algorithms discussed in this video, except that instead of working back to a genuine underlying reality from a noisy signal, it's being guided by something called CLIP to pull artwork out of pure noise (Disco Diffusion & Night Cafe are two existing examples of software you can play with now and better things are coming). Loved hearing about this piece of research.
What we really need is a cluster of observatories on the moon! I demand an x-ray moon base! Ha ha
PLEASE don't ever stop making content!! Your videos are so enjoyable to watch! Keep up the great work Doc!
Wow!! That's awesome, congratulations to Sam Sweere and everyone who worked on this! I am still amazed at how so much can be learned from X-Rays from other galaxies!!!
Huh, the results are amazing but I'm still weary where the information is coming from if it's basically not in the data 🤔
I'll knot forget & belated hbwishes! {x}
X-Ray Maggie's space cat
Hi Dr maggie .. how may i contact you, i have some questions for you.
Kemey ke selam do?