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DATA COMPRESSION




  • Standard utilities often do not work well because of random noise, and do not make use of the 2-D pixel correlations.

  • Entropy Encoding works well because most of the image only uses a limited dynamic range.

  • ``Predictive coding'' works because the value of one pixel tends to be similar to the surrounding pixels (limited dynamic range needed).

  • ``Predictive coding'' and Entropy Encoding together work very well.

  • For lossless compression the maximum compression ratio is limited by the data. It makes no sense to demand a particular compression ratio.

  • Typical synchrotron experimental diffraction data may be compressed by a factor of 2.5-3.5 with no loss of information. (Less exposed data will compress more.)