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Quadtree classification and TCQ image coding

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2 Author(s)
Banister, B.A. ; Sch. of Electr. Eng. & Comput. Sci., Washington State Univ., Pullman, WA, USA ; Fischer, T.R.

The set partitioning in hierarchical trees (SPIHT) wavelet image coding algorithm can be interpreted as implicitly using classification in its bit-plane coding procedure. The source distribution induced by this classification is studied and rate-distortion performance is evaluated. A quadtree sorting procedure, similar to SPIHT, is used to explicitly form classes of wavelet coefficients. The classes are encoded using arithmetic and trellis-coded quantization. The resulting encoding algorithm offers consistent improvement over SPIHT performance due to the granular gain of the trellis code

Published in:
Circuits and Systems for Video Technology, IEEE Transactions on  (Volume:11 ,  Issue: 1 )

Date of Publication: Jan 2001

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