Image compression using fractal multiwavelet transform

被引:1
|
作者
Akhtar, Md Nasim [1 ]
Prasad, M. Guru Prem [1 ]
Kapoor, G. P. [2 ]
机构
[1] Indian Inst Technol Guwahati, Dept Math, Gauhati 781039, Assam, India
[2] Indian Inst Technol Kanpur, Dept Math & Stat, Kanpur, Uttar Pradesh, India
来源
JOURNAL OF ANALYSIS | 2020年 / 28卷 / 03期
关键词
Fractal interpolation functions; Multiresolution analysis; Multiwavelets; Image compression; 28A80; 42C40; 94A08; ORTHOGONAL MULTIWAVELETS; ORTHONORMAL BASES; WAVELETS; CONSTRUCTION;
D O I
10.1007/s41478-019-00198-w
中图分类号
O1 [数学];
学科分类号
0701 ; 070101 ;
摘要
Multiwavelets occur in wavelet theory for more general multiresolution analysis (MRA) using several scaling functions. The muliwavelets feature orthogonality, short support, symmetry, approximation order and regularity at a time which is not possible by using only a single wavelet system. In the present work, theory of MRA and wavelet using several scaling functions is reviewed to define Discrete Multiwavelet Transform and Fractal Multiwavelet Transform in matrix form, using a multifilter. As an application the defined transforms are applied to an image for its compression and the resulting entropy and PSNR values are compared with those occurring with earlier used transforms like Haar and D4 transforms.
引用
收藏
页码:769 / 789
页数:21
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