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中国图象图形学报 2005
An Integer Wavelets Transform with Multiplierless Operation and Its Line-Based Lifting Scheme
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Abstract:
This paper does further research for the lifted Donoho wavelets.Through the computing of regularity and the wavelets sampling approximation theory,we explain it has better approximation capability when N=N~=4(denoted as SWE13/7),and it precedes D9/7 wavelets in sampling approximation.The lifting coefficients of SWE13/7 are all simple fractions,so wavelets transform only with integer shift and adder operations can be obtained in computing process,the computing complexity is efficiently lower than D9/7,and the result is equivalent to those using floating number in computing process.The line-based lifting scheme can efficiently decrease the memory usage,and increase the speed at parallel computing case.This paper has realized the line-based lifting scheme of SWE13/7,it has lower complexity than D9/7 in evidence.Numerical experiments indicate that the image compression performance of SWE13/7 precedes that of D9/7 when using EZW coding,and its computing complexity is much less.