Histogram Approaches for Lossy Compression of Digital Holograms of Three-Dimensional Objects

  • Authors:
  • A. E. Shortt;T. J. Naughton;B. Javidi

  • Affiliations:
  • Dept. of Comput. Sci., Nat. Univ. of Ireland, Maynooth;-;-

  • Venue:
  • IEEE Transactions on Image Processing
  • Year:
  • 2007

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Abstract

We present a novel nonuniform quantization compression technique-histogram quantization-for digital holograms of 3-D real-world objects. We exploit a priori knowledge of the distribution of the values in our data. We compare this technique to another histogram based approach: a modified version of Max's algorithm that has been adapted in a straightforward manner to complex-valued 2-D signals. We conclude the compression procedure by applying lossless techniques to our quantized data. We demonstrate improvements over previous results obtained by applying uniform and nonuniform quantization techniques to the hologram data