Title : ( Study of shearlet transform using block matrix dilation )
Authors: Zahra Amirihafshejani , Hojjat Bagherzadeh HosseinAbad , Ahad Harati , Rajab Ali Kamyabi Gol ,
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Abstract
In this paper, the shearlet theory is extended from ordinary matrices to block matrices and its properties are investigated. More precisely, the block shearlet group is defined as a semidirect product group and the block shearlet transform is constructed by means of a quasiregular representation of this semidirect product group. In addition, we show that the block shearlet transform can overcome two major issues of the classical shearlet transform: time complexity and redundancy. We also report the result of careful experiments on video denoising which compares our proposed method with state of the art multiscale techniques, including curvelets and 3D shearlet transform.
Keywords
, Block shearlets, Semidirect prouduct group, Unitary representation, Denoising, Image processing
@article{paperid:1063958,
author = {Amirihafshejani, Zahra and Bagherzadeh HosseinAbad, Hojjat and Harati, Ahad and Kamyabi Gol, Rajab Ali},
title = {Study of shearlet transform using block matrix dilation},
journal = {Journal of Applied Mathematics and Computing},
year = {2017},
volume = {56},
number = {66},
month = {June},
issn = {1598-5865},
pages = {665--689},
numpages = {24},
keywords = {Block shearlets; Semidirect prouduct group; Unitary representation; Denoising; Image processing},
}
%0 Journal Article
%T Study of shearlet transform using block matrix dilation
%A Amirihafshejani, Zahra
%A Bagherzadeh HosseinAbad, Hojjat
%A Harati, Ahad
%A Kamyabi Gol, Rajab Ali
%J Journal of Applied Mathematics and Computing
%@ 1598-5865
%D 2017
