Lifting scheme design of biorthogonal wavelet for aviation image compression

被引:0
|
作者
Zhao, Xiu-Ying [1 ,2 ,3 ]
Zhai, Lin-Pei [1 ]
Shang, Yu-Feng [3 ]
Liu, Hong [1 ,2 ,3 ]
Fu, De-You [3 ]
机构
[1] Changchun Institute of Optics Fine Mechanics and Physics, Chinese Academy of Science, Changchun 130033, China
[2] Graduate School, Chinese Academy of Science, Beijing 100039, China
[3] Aviation University of Air Force, Changchun 130022, China
关键词
Algorithms - Aviation - Design - Electric filters - Iterative methods - Linear equations - Signal to noise ratio - Wavelet transforms;
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学科分类号
摘要
An iterative algorithm for designing the best lifting coefficient is put forward based on the relationship between the vanishing moments of wavelets and the multiplicity of zero at z = 1 of corresponding filter. This algorithm can reduce the complexity of solving high-level differential coefficients by solving simple linear equations to design lifting coefficient based on arbitrary biorthogonal wavelet, which meets the requirement of wavelet design dynamically and iteratively. Furthermore, this algorithm can be used to design both symmetrical and asymmetrical wavelets, and also can obtain good results (when compression ratio is 49.9132, peak signal to noise ratio (PSNR) is 46.27961) in the aviation image compression.
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页码:1445 / 1450
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