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Sharpest Images With "Lucky" Telescope

igny writes "Astronomers from the University of Cambridge and Caltech have developed a new camera that gives much more detailed pictures of stars and nebulae than even the Hubble Space Telescope, and does it from the ground. A new technique called 'Lucky imaging' has been used to diminish atmospheric noise in the visible range, creating the most detailed pictures of the sky in history."

39 of 165 comments (clear)

  1. Lucky Imaging by dlawson · · Score: 5, Insightful

    First post, huh.
    This technique is often used by amateur astrophotographers using newer CCD cameras and even webcams. Astronomy Picture Of the Day http://antwrp.gsfc.nasa.gov/apod/astropix.html is a great site to see this stuff. I haven't checked Googles pictures, but I am sure that there would be a number of them there, too.
    The quality of some of these photos is amazing.
    davel

    --
    dot-sig.
    1. Re:Lucky Imaging by Anonymous Coward · · Score: 5, Interesting

      Apologies for not having an account - but I would really like to ask a question for someone who understands the process.

      the wikipedia entry on this subject http://en.wikipedia.org/wiki/Lucky_imaging states that new procedures take, '... advantage of the fact that the atmosphere does not "blur" astronomical images, but generally produces multiple sharp copies of the image'.

      Does the correction algorithm apply a single vector to each image (ie the entire frame is shifted in unity) to produce the composite, or is a vector field applied to every pixel point in the image to shift individually the pixels toward their correct centres? Also if it is pointwise what type of transform is being applied, affine , perspective etc.

    2. Re:Lucky Imaging by theckhd · · Score: 4, Informative
      From this paper, which is linked to in the Wikipedia article:

      The frame selection algorithm, implemented (currently) as
      a post-processing step, is summarised below:
      1. A Point Spread Function (PSF) guide star is selected as a
      reference to the turbulence induced blurring of each frame.
      2. The guide star image in each frame is sinc-resampled by a
      factor of 4 to give a sub-pixel estimate of the position of the
      brightest speckle.
      3. A quality factor (currently the fraction of light concentrated
      in the brightest pixel of the PSF) is calculated for each
      frame.
      4. A fraction of the frames are then selected according to their
      quality factors. The fraction is chosen to optimise the tradeoff
      between the resolution and the target signal-to-noise ratio
      required.
      5. The selected frames are shifted-and-added to align their
      brightest speckle positions.
      (bolding mine)

      So it looks like each frame is shifted as a whole rather than each individual pixel. Which makes sense from the description of the process, since the theory is that the images you're picking in the Lucky Imaging technique are high-quality images with a random offset due to the atmosphere.
    3. Re:Lucky Imaging by kindbud · · Score: 2, Informative

      The amateur stacking program Registax seems to be more sophisticated than this. It allows multiple alignment stars or points and shifts the corresponding subregions of the image as needed. Otherwise, the method for selecting the images is very similar.

      http://www.astronomie.be/registax/html/multi_opera tion_1_.html

      --
      Edith Keeler Must Die
  2. If they can do this from earth... by Ant+P. · · Score: 4, Interesting

    ...can the same be applied in space telescopes to get rid of the interference of the gas clouds they're looking at?

    1. Re:If they can do this from earth... by Anonymous Coward · · Score: 5, Funny

      Well sure. All you have to do is bounce your laser off of those gas clouds to find out how to compensate for them. That should only take a couple hundred or a couple of thousand years with a laser that would consume more power than all of the Earth uses. Oh, and you better hope that that gas cloud doesn't change in the transit time.

    2. Re:If they can do this from earth... by Aesir1984 · · Score: 4, Insightful

      The distortion they are trying to get rid of is caused by motion of the air in the atmosphere. It's similar to the waves and blurring you see looking across a parking lot on a hot day. They put space telescopes out of the atmosphere to get above these effects. The objects they're looking at don't have this problem because the thing being imaged is what is giving off the light, it's not something between the source and the viewer like the atmosphere is and so does not cause diffraction to the same extent. I would expect that this technique works rather well for bright objects, however I wouldn't expect it to work well for the very dim objects that the Hubble is normally tasked to look at. It order for them to use this technique they have to take many images per second. For very dim objects this would only mean a few photons per picture, not nearly enough to figure out if this image is any sharper than any other. So we won't be able to get rid of space telescopes or adaptive optics just yet.

    3. Re:If they can do this from earth... by vtcodger · · Score: 2, Insightful
      ***Well sure. All you have to do is bounce your laser off of those gas clouds to find out how to compensate for them.***

      That's adaptive optics. 'Lucky imaging' looks to be something different. Sounds like Lucky Imaging tries to catch and merge portions of the image that occasionally, by chance, make it through the ever changing atmosphere with minimal distortion.

      But I think that the answer to the original question is probably still 'No" It doesn't sound like Lucky Imaging per se is an answer to the question "How can I see objects obscured by cosmic gas clouds?"

      --
      You can't see ANYTHING from a car, You've got to get out of the goddamned contraption and walk...Edward Abbey
    4. Re:If they can do this from earth... by theckhd · · Score: 2, Informative

      I think your suspicions are probably correct.

      Lucky Imaging relies on the fact that every so often, a really high-quality image makes it through the atmosphere almost unperturbed (based on the Kolmogorov model of turbulence). While I don't know whether the same model can be applied to cosmic gas clouds, there may be another model that could accurately model the phase distortions those clouds impress upon a wavefront.

      To achieve this one must take many very short-exposure (compared to the time-scale of atmospheric turbulence, or gas-cloud turbulence in the case we're considering) images of the source. However, distant (or dim) objects often require reasonably long exposure times in order to collect a large enough amount of light to be able to see the image. The problem with this technique may simply be that the exposure time necessary for the Lucky Image algorithm to work is too short to actually collect enough light to create a good image in the first place.

  3. Re:But surely... by ScrewMaster · · Score: 4, Insightful

    I'm just blowing smoke here, but it seems to me that a technique designed to compensate for atmospheric distortion might not be all that useful when there's no atmospheric.

    --
    The higher the technology, the sharper that two-edged sword.
  4. Exposure Time? by MonorailCat · · Score: 3, Insightful

    TFA states that the camera takes 20 frames per second. Aren't most exposures of deep space objects on the order of seconds or minutes (or longer). Seems like 1/20th of a sec wouldn't cut it for all but the brightest objects.

    1. Re:Exposure Time? by gardyloo · · Score: 4, Informative

      Add up 1000 of those frames, and you have a 50 second exposure.

  5. Compared to adaptive optics? by kebes · · Score: 5, Informative

    One of the main limitations to ground-based optical telescopes (and one of the reasons that Hubble gets such amazing images) is that the atmosphere generates considerable distortion. Random fluctuations in the atmosphere cause images to be blurry (and cause stars to twinkle, of course). The technique they present appears to be taking images at very high-speed. They developed an algorithm that looks through the images, and identifies the ones that happen to not-blurry (hence "lucky"). By combining all the least blurry images (taken when the atmosphere just happened to be not introducing distortion), they can obtain clear images using ground-based telescopes (which are bigger than Hubble, obviously). I imagine the algorithm they've implemented tries to use sub-sections of images that are clear, to get as much data as possible.

    Overall, a fairly clever technique. I wonder how this compares to adaptive optics, which is another solution to this problem. In adaptive optics, a guide laser beam is used to illuminate the atmosphere above the telescope. The measured distortion of the laser beam is used to distort the imaging mirror in the telescope (usually the mirror is segmented into a bunch of small independent sub-mirrors). The end result is that adaptive optics can essentially counter-act the atmospheric distortion, delivering crisp images from ground telescopes.

    I would guess that adaptive optics produces better images (partly because it "keeps" all incident light, by refocusing it properly, rather than letting a large percentage of image acquisitions be "blurry" and eventually thrown away), but adaptive optics are no doubt expensive. The technique presented in TFA seems simple enough that it would be added to just about any telescope, increasing image quality at a sacrifice in acquisition time.

    1. Re:Compared to adaptive optics? by Phanatic1a · · Score: 4, Informative
      ObRTFA: RTFA. It's not used *instead* of adaptive optics, it's used together with adaptive optics.

      The camera works by recording the images produced by an adaptive optics front-end at high speed (20 frames per second or more). Software then checks each one to pick the sharpest ones. Many are still quite significantly smeared but a good percentage are unaffected. These are combined to produce the image that astronomers want. We call the technique "Lucky Imaging" because it depends on the chance fluctuations in the atmosphere sorting themselves out.
    2. Re:Compared to adaptive optics? by edunbar93 · · Score: 2, Informative

      ObRTFA: RTFA. It's not used *instead* of adaptive optics, it's used together with adaptive optics.

      No, they propose that it be used together with adaptive optics. The research that was done to produce this press release was actually done at the Mount Palomar observatory, which was completed in 1947 and most certainly does not feature adaptive optics.

      From the article:

      The technique could now be used to improve much larger telescopes such as those at the European Southern Observatory in Chile, or the Keck telescopes in the top of Mauna Kea in Hawaii. This has the potential to produce even sharper images.

      (Emphasis mine)

      --
      "No problem. I have the capacity to do infinite work so long as you don't mind that my quality approaches zero."-Dilbert
  6. You Too Can Get Lucky. by Erris · · Score: 5, Informative

    DIY.

    --
    DMCA, Hollings, Palladium. What might have sounded like paranoia is now common sense.
    1. Re:You Too Can Get Lucky. by [rvr] · · Score: 2, Informative

      This is indeed no news to amateur astronomers. This technique has been used extensively by planetary imagers in recent years to take amazing photos of Jupiter, Mars and Saturn. The basic tools are a good webcam to take AVI files and Registax to proccess the frames. Take a look to Damien Peach's best images.

      As for pro, there is even an article in Wikipedia about it: Lucky imaging: "Lucky imaging was first used in the middle 20th century, and became popular for imaging planets in the 1950s and 1960s (using cine cameras or image intensifiers). The first numerical calculation of the probability of obtaining lucky exposures was an article by David L. Fried in 1978."

      In order to throw away many frames and retain only those of high quality, better have a bright object or a big telescope. In this case, the astronomers had been able to image a faint nebula.

      --
      Víctor R. Ruiz
      rvr(at)blogalia.com
  7. Spider-sense by BitwizeGHC · · Score: 5, Interesting

    That is really quite amazing, and reminds me a bit of the jumping spiders whose retinas vibrate to increase their optic resolution.

    --
    N4st0r, trixx0r h0bb1tz0rz! Th3y st0l3 0ur pr3c10uzz!
  8. Re:Yawn by QuickFox · · Score: 3, Informative
    According to the second article on that page, it's the other way around:

    Images from ground-based telescopes are invariably blurred out by the atmosphere. Astronomers have tried to develop techniques to correct the blurring called adaptive optics but so far they only work successfully in the infrared where the smearing is greatly reduced.
    --
    Terrorists can't threaten a country's freedom and democracy. Only lawmakers and voters can do that.
  9. Dr. Mackay? by comrade+k · · Score: 3, Informative

    Dr Craig Mackay is happy to be contacted directly for interviews
    Man, the whole Stargate franchise has been really going down the drain since they cancelled SG-1.
    --
    "Every vision is a joke until the first man accomplishes it; once realized, it becomes commonplace." -Robert H. Goddard
  10. Re:But surely... by drudd · · Score: 4, Informative

    As the previous poster noted, there isn't any atmosphere and thus the technique isn't useful for HST.

    Additionally, while they don't mention details in the article, I presume they have a specially designed camera. This is an old technique, but it's generally limited to very bright objects due to something called readout noise. Basically all CCD's produce an additional signal due to the process of reading out the data. This limits the effectiveness of repeated short observations to sources which are much brigher than this noise, since the noise also grows linearly with the number of images taken.

    To image distant galaxies you typically have to take exposures of one to several hours, and thus this technique isn't useful.

    Doug

    --
    Venn ist das nurnstuck git und Slotermeyer? Ya! Beigerhund das oder die Flipperwaldt gersput!
  11. Many amateurs already do this by szyzyg · · Score: 4, Informative

    THere's several pieces of software which do som parts of this - Registax is what I use, but amateurs usually only have enough aperture to make this work for bright objects like planets. You can take a good quality webcam (the top of the line Phillips webcams are the best bang for yout buck), record some video of a planet through a telescope and then pick out the least distorted images before adding them together to create the final image. Now, the trick is getting the best measurement of which images are undistorted, and getting enough light in each frame while keeping the esposure time short enough to beat the atmosphere.

    Look at the planetary images here for my attempts at this technique.

  12. Comparison to hubble... by Anonymous Coward · · Score: 5, Informative

    TFA mentions that they can achieve images better than Hubble. The sample image they show, of the Cat's Eye Nebula, isn't as sharp as the Hubble image of the same object.

    Probably they can push their technique harder than this initial image suggests (it was mainly comparing the "lucky" image with a conventional, blurry, ground-based image)... But I just thought it would be good to show Hubble's pictures alongside.

    1. Re:Comparison to hubble... by Dr.+Zowie · · Score: 2, Informative

      It appears that they simply picked a bad demo image. The Caltech site has a much more compelling sample at http://www.astro.caltech.edu/~nlaw/lamp_pics/.

  13. Re:But surely... by hazem · · Score: 5, Informative

    Additionally, while they don't mention details in the article, I presume they have a specially designed camera.

    They are using a new kind of CCD that somehow lowers the noise floor. Details are at:
    http://www.ast.cam.ac.uk/~optics/Lucky_Web_Site/LI _Why%20Now.htm

    In fact this site (same basic place) is much more informative than the press release and answers a lot of questions:
    http://www.ast.cam.ac.uk/~optics/Lucky_Web_Site/in dex.htm

  14. Not convinced by TFA by Oligonicella · · Score: 4, Interesting

    Just went and looked up the Cat's Eye Nebula as taken by the Hubble. Lot more detail. What gives? Someone able to explain that, please?

  15. Let's see it beat Hubble at: by tjstork · · Score: 3, Interesting

    I would think that before the scientists claim victory over Hubble, let's see their camera best some of Hubble's best work:

    http://hubblesite.org/

    There's a number of excellent Hubble images of just about everything in our solar system to the most distant galaxies.

    I would put my money on Hubble, for two reasons.

    First, the averaging algorithm is not without its flaws. They make the assumption that by averaging out a bunch of images, you eliminate distortion. For this to work, you have to assume that the probability of a particular pixel being in the right spot is higher as the distortion would essentially be random, and that could theoretically not be the case. If the distortion is completely random, then, averaging a set of images would essentially lose the pixel that is being pushed around its "real" spot by the atmosphere, and you can actually see that, as the corrected images still look muddy compared to their HST or even adaptive optic counterparts.

    Secondly, the atmosphere doesn't just distort light, it also filters it. You can use averaging to remove distortion "noise", but, there's really no way to ascertain what information was removed by the atmosphere.

    The bottom line is, yes, you can get some pretty good results with averaging software, but, if you have money to spend, the best images are going to be space based, and its still going to cost a billion dollars. Given the promise the heavens hold for the advance of human understanding, let alone essentially infinite resources, one only hopes that policy makers will not be mislead by the outrageous claim that one can get the best images from the ground. You can't. HST should not be thought of as an aberration made obsolete by adaptative optics or the low budget averaging. Low budget averaging and adaptive optics really need to be thought of as getting by until we can put larger, and better visible wavelength telescopes into space.

    Imagine what a space based Mt. Palomar sized mirror could do, if in space!

    --
    This is my sig.
  16. Blue Peter for non-Brits by ackthpt · · Score: 4, Informative

    using 'Blue Peter' technology

    Blue Peter is a BBC childrens show. Blue Peter Technology is effectively something so simple a child could do it.

    --

    A feeling of having made the same mistake before: Deja Foobar
    1. Re:Blue Peter for non-Brits by Rei · · Score: 2, Informative

      You laugh, but there's a legitimate method for seeing fainter objects with the naked eye through a telescope involving looking to the side of it, since your peripheral vision is more sensitive to faint objects. It can be tricky to pull off, though, because you instinctively want to look at what you're trying to perceive.

      Not quite squinting, but still an eye trick ;)

      --
      Dear Lord: One of your creatures may be hurt tonight. Please let it be the other creature.
  17. Interesting but picture quality unjustified by bit01 · · Score: 4, Insightful

    The technique they're using, while interesting, needs more justification.

    I'm wary when I see people doing any selection on random data because there's the problem of selection bias; throwing away the hundred results that don't match what they want and keeping the one that does. Just getting an image that seems plausible is not good enough.

    Their quality measure isn't one I'd use. They should be comparing the technique-plus-low-resolution-optics against high-resolution-optics directly. That is, doing image differencing of images taken at the same time and seeing what differences there are. They may well have good reason for assuming it's all okay but until somebody does that test they cannot assume they've removed all the variability that the atmosphere provides; there could be all sorts of hidden biases due to various atmospheric, molecular and statistical effects.

    ---

    "Intellectual Property" is unspeak. All inventions are the result of intellect. A better name is ECI - easy copy items.

  18. Re:Yawn by Cecil · · Score: 3, Informative

    Actually, near infrared is not blocked by water vapor, in fact water vapor is extremely transparent to near infrared light even moreso than visible light. That's why satellites can use infrared to see through clouds, and also why adaptive optics work so well in the near infrared range.

    Far infrared is a different story, and you're absolutely correct there.

  19. Common use with amateurs, but has issues by edremy · · Score: 3, Informative
    As many have pointed out, there are a whole pile of applications that do the same thing for amateur telescopes. I've taken my Dad's 40-year-old 6" Dynascope, fixed up the motor drive, bought a $60 webcam (Philips SPC900), adapter and UV filter and gotten some quite nice photos of the Sun, the Moon, Jupiter and Saturn by capturing a few thousand frames and running them through Registax. (I'm working on Mars and Uranus- a whole lot harder with a small scope from a suburban backyard.)

    I'm curious though about how they deal with some of the "features" you get to see with this technique. It's *very* easy to stack a few hundred images, run Registax's sharpening filter and get some interesting pictures of stuff that doesn't really exist. I'm not sure I really trust the fine detail in my photos- unless I see it in another taken a few hours later it may well not be real.

    --
    "Seven Deadly Sins? I thought it was a to-do list!"
  20. Re:Yawn by 0123456789 · · Score: 3, Informative
    Adaptive optics works so well in the IR due to the wavelength dependence of the Fried parameter, r0, and hence Kolmogorov turbulence. There's less turbulence in the IR, hence it's easier to correct it.


    See here, for example, for more information.


    There are wavelength ranges in the NIR where the atmosphere is indeed transparent (J,H and K bands, for example); but the atmosphere is opaque at most NIR wavelengths (and, even at those IR wavelengths where the atmosphere is transparent, the transmittance is lower than at visible or radio wavelengths). See here for more info.

  21. Space-based telescopes aren't dead yet... by XNormal · · Score: 2, Informative

    Even if this technique can eventually produce better pictures at lower cost it is still limited to wavelengths that can penetrate the atmosphere. Some of the most exciting recent discoveries are in infrared (Spitzer) and X-ray (Chandra). The next big telescipe (James Webb Space Telescope) is also for infrared.

    --
    Stop worrying about the risks of nuclear power and start worrying about the risks of not using nuclear power.
  22. No, and this is why. by edunbar93 · · Score: 2, Interesting

    Interstellar gas clouds are pretty static. You would have to take one image every, say, year or maybe 100 years to really get any difference in the image quality. Whereas the earth's atmosphere produces an effect almost exactly the same as if you were to look at the bottom of a swimming pool, and in about the same timeframe.

    No, the images we get right now from space telescopes are the best we can get at any given epoch, and that's just the way it is.

    --
    "No problem. I have the capacity to do infinite work so long as you don't mind that my quality approaches zero."-Dilbert
  23. i invented the lucky telescope concept in 1995. by geowiz · · Score: 4, Interesting

    I invented this process in 1995.
    here is my original post on
    the sci.image.processing newsgroup
    my old email address is no longer active.
    new one is geopiloot at mindspring.com 9 reduce the numbers of ooo's in pilot to one
    it was ironic that many people jumped out to say it wouldn't work at the time.
    it does work and it works well. In fact most of the additive image processing now done by amateur astronomers everywhere using pc's software is based on my invention which I did not patent.

    George Watson

    From: George Watson (71360.2455@CompuServe.com)
    Subject: virtual variable geometry telescope
    This is the only article in this thread
    View: Original Format
    Newsgroups: sci.image.processing
    Date: 1995/12/11

    Has anyone implemented a virtual variable geometry telescope using
    only a CCD attached to a normal non variable telescope?

    It would work like this:

    Take extremely short duration images from the CCD at a frequency
    faster than the frequency of atmospheric distortion (1/60 sec I have
    read is the minimal needed timeslice for physically corecting
    atmospheric distortion in real time so maybe an exposure of 1/120 sec
    would be short enough).

    Choose via computer a high contrast image as a reference image.

    Continue to take rapid short duration images and keep only the high
    contrast ones with that have minimal displacement/offset from the
    reference image.

    Sum each of those acceptable images to a storage that will become the
    final image.

    What you should end up with is a final image that has minimal
    atmosperic based distortion because all the low contrast and non
    matching images will have been discarded.

    Obviously you build an image over a longer period of time than with
    real time optical correction but at perhaps lower cost.

    Anyone know whether this has been proposed/done or researched?

    --
    George Watson

    The opinions expressed here are those of the fingers
    of George Watson only; not those of George Watson himself.

    Please reply via this newsgroup. No Email unless requested,
    Thanks.

    View this article only
    Newsgroups: sci.space.policy
    Date: 1995/12/30

  24. Re:But surely... by andersa · · Score: 2, Informative

    To sum up, the problem is readout noise. The faster you read out the CCD, the more noise you get. When you image a faint object the readout noise exceeds the signal level. The reason amature astronomers can use this technique anyway is because they are imaging bright objects (like planets), so the signal is easily discernable from the readout noise.

    Now there is a new type of CCD with a built in digital signal multiplier that precedes the readout step in each individual pixel. You can simply select an appropriate multiplier that gives pixel values that fall nicely in the middle of the register width and when you read out the value, any noise can simply be subtracted away because you know that it will be much less than the signal value you are looking at.

  25. Email from the principle investigator by tfield98 · · Score: 2, Informative

    I emailed the principle researcher on this project, asking him what was novel about his approach, since amateurs have been "stacking" images for years. Below is his response: From: Craig Mackay [mailto:cdm@ast.cam.ac.uk] Sent: Tuesday, September 04, 2007 5:20 AM Subject: Re: What's new with Lucky? Dear Tom Thank you for your message. What is new about this (and gets rather lost with the media coverage) is being able to use lucky imaging on a much larger telescope. With a 2.5 meter telescope we are able to use typically 10% of the images. With a five meter telescope and four times the area we would be able to use only 0.01% of the images, a completely useless fraction! For the first time however we have managed to do it by using an adaptive optic system in front of our lucky imaging camera. That is what is new and that is what has made all the difference. The AO system gets rid of the larger scale low order turbulent distortions leaving lucky imaging to work on the higher frequency ones which it does rather well. Hence the new image quality which is twice as good in terms of resolution as Hubble, something that has never been achieved before either from space or from ground. If you look on the lucky website you will find a lot of information about amateur lucky imaging for which I have a very high regard. Best wishes Craig Mackay.

  26. Reinvention by maroberts · · Score: 2, Insightful

    http://www.ast.cam.ac.uk/~optics/Lucky_Web_Site/in dex.htm/ refers to a 1978 reference (Freid). It seems that some ideas keep popping up, only the technology actually available to do it has progressed from imaginary to real.

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