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Re: [ccp4bb] diffraction images images/jpeg2000 |
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CCP4bb navigationCCP4bb <-- 1999 <-- November 1999 <-- 30 November 1999Subject: Re: diffraction images images/jpeg2000 From: Harry Powell harry {- at -} MRC-LMB {- dot -} CAM {- dot -} AC {- dot -} UK Date: 2007-08-24 Wow. I don't know about the rest of you, but I got told three times. Gerard is, of course, right about pixel non-independence (think "point spread function", among other things), and I wouldn't care to argue statistics with him, but as far as I know (and I could well be wrong) most of the integration programs out there _do_ use counting statistics (i.e. Poisson statistics) at least as a first approximation for the random error in measurement; this may be modified by some "detector inefficiency factor" (See Borek, Minor & Otwinowski, Acta Cryst (2003) D59 2031 - 2038), but it's still there and being used by "everyone", nonetheless. Having said that, regarding the storage of images, my personal feeling is that there's no real point in using a lossy compression when there are good lossless systems out there. I also think that almost no-one would ever bother to reprocess deposited images anyway; my guess is that "unusual" structures would be detected by other means, and that examining the original images would rarely shed light on the problem. > I think we need to stop and think right here. The errors in pixel > values of images are neither Poisson (i.e. forget about taking square roots) > nor independent. Our ideas about image statistics are already disastrously > poor enough: the last thing we need is to make matters even worse by using > compression methods based on those erroneous statistical arguments! > > > With best wishes, > > Gerard. > > -- > On Fri, Aug 24, 2007 at 01:20:29PM +0100, Harry Powell wrote: >> Hi >> >> Lossy compression should be okay, provided that the errors introduced are >> smaller than those expected for counting statistics (assuming that the >> pixels are more-or-less independent) - i.e. less than the square-root of >> the individual pixel intensities (though I don't see why this can't be >> extended to the integrated reflection intensities). So it's more important >> to accurately retain your weak pixel values than your strong ones - an >> error of ±10 for a pixel in a background count where the background should >> be 40 is significant, but an error of ±10 for a saturated pixel on most >> detectors (say, about 64K for a CCD) wouldn't affect anything. >> >>> On the question of lossy compression, I think we'd have to ask some data >>> reduction guru's how much the "noise" would affect the data reduction. I >>> suspect that the main problem is that the noise added would be >>> correlated across the image and would therefore affect the background >>> statistics in a non-trivial way. Although the intensity measurements may >>> not be badly affected the error estimates on them could be... >> >> Harry >> -- >> Dr Harry Powell, MRC Laboratory of Molecular Biology, MRC Centre, Hills >> Road, Cambridge, CB2 2QH > > > -- > > =============================================================== > * * > * Gerard Bricogne gb10@GlobalPhasing.com * > * * > * Global Phasing Ltd. * > * Sheraton House, Castle Park Tel: +44-(0)1223-353033 * > * Cambridge CB3 0AX, UK Fax: +44-(0)1223-366889 * > * * > =============================================================== > Harry -- Dr Harry Powell, MRC Laboratory of Molecular Biology, MRC Centre, Hills Road, Cambridge, CB2 2QH CCP4bb navigationCCP4bb <-- 1999 <-- November 1999 <-- 30 November 1999 |
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