An Integer Wavelets Transform with Multiplierless Operation and Its Line-Based Lifting Scheme[J]. Journal of Image and Graphics, 2005, 10(8): 977. DOI: 10.11834/jig.200508182.
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