Composite source model of DPCM coders

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Composite source model of DPCM coders

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A new model regarding the difference values of a DPCM coder as a composite source is presented. It can provide a decrease in the entropy of prediction errors and is especially useful in lossless coding and distortion limited compression. Application to image coding demonstrates its effectiveness.

Inspec keywords: image coding; coding errors; differential pulse code modulation; source coding; data compression; entropy

Other keywords: distortion limited compression; image coding; entropy; lossless coding; prediction errors; DPCM coder; composite source model

Subjects: Optical information, image and video signal processing; Codes

References

    1. 1)
      • Yao , Bi , Wang , Xu . (1993) The foundation of image coding.
    2. 2)
      • P. Elias . Predictive coding. IRE Trans. Inf. Theory , 16 - 33
http://iet.metastore.ingenta.com/content/journals/10.1049/el_19961575
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