Turkish Journal of Electrical Engineering and Computer Sciences
Abstract
Daubechies 5-tap/3-tap (Daub 5/3) wavelet and Kale 5-tap/3-tap (Kale 5/3) wavelet are computationally efficient wavelets which can be implemented by bitwise shifts and additions in the lifting scheme. In this work, presented is a formulation for computationally efficient wavelet prediction (P) and update (U) filters of two-channel lifting structures. Their subband decomposition scheme counterparts are also given. This research bases itself on the Daub 5/3 and Kale 5/3 wavelets and develops a formula for wavelets (which can be implemented with bitwise shifts and additions) that are derived from these two wavelets. The proposed wavelets are tried on 16 test images for three-level wavelet decompositions and better decorrelation results are achieved for the proposed wavelets for higher-level decompositions.
DOI
10.3906/elk-2001-27
Keywords
Biorthogonal wavelets, lifting scheme, filter banks, filter design, integer-to-integer wavelet transform
First Page
110
Last Page
121
Recommended Citation
KALE, M. C (2021). Development of computationally efficient biorthogonal wavelets. Turkish Journal of Electrical Engineering and Computer Sciences 29 (1): 110-121. https://doi.org/10.3906/elk-2001-27
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Computer Engineering Commons, Computer Sciences Commons, Electrical and Computer Engineering Commons
