Wang Feng, Zhao Zhiwen, Mou Sheng. Fast extraction algorithm of the polyphase matrix decomposition coefficient based integer lifting wavelet[J]. Journal of Image and Graphics, 2012, 17(3): 329-336. DOI: 10.11834/jig.20120305.
Fast extraction algorithm of the polyphase matrix decomposition coefficient based integer lifting wavelet
The polyphase matrix decomposition coefficient of Integer Lifting Wavelet is is not unique.It has diverse selection methods and large computation quantity.First
the selection algorithm of filter iteration times is adopted to obtain the optimal iteration times
according to the input signal-to-noise ratio.Then
the comparison algorithm of the nonlinear iterated function
which combines the optimal iteration time
is treated as criteria to obtain the optimal decomposition coefficient.The iteration time is based on the input data
so the decomposition coefficient will have the optimal processing effect for the data
meeting the selection requirements of the polyphase matrix decomposition coefficients.The comparison algorithm meets the convergence characteristics
which can reduce the number of iterations by comparing whether the impulse response and step response of filters meet the error limit
in order to obtain the optimal decomposition coefficient quickly.Stemming from experiment results
this fast extraction algorithm can effectively meet the requirements of data processing
reduce the data computation quantity and elevate the data processing efficiency.