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Universal perceptual weighted zerotree coding for image and video compression

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4 Author(s)
Lo, K.T. ; Dept. of Electr. & Inf. Eng., Hong Kong Polytech. Univ., China ; Zhang, X.D. ; Feng, J. ; Wang, D.S.

A universal representation for the perceptual weighted zerotree coding algorithm is developed, in which the perceptual weighted zerotree coding is decomposed into two separate parts, i.e. visual weighting and zerotree representation, which can be realised independently. Prior to zerotree processing, the extracted full-tree is weighted by using a visual weighting matrix. Any zerotree algorithm like EZW, SPIHT and zerotree space-frequency quantisation can be used to encode the weighted coefficients of the wavelet transform. In other words, any previous algorithm without perceptual weighting can be easily extended to form a new perceptual coder using the proposed framework. Several examples of visual weighting matrices are given to show the effect of the new method

Published in:

Vision, Image and Signal Processing, IEE Proceedings -  (Volume:147 ,  Issue: 3 )

Date of Publication:

Jun 2000

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