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Lifting scheme of symmetric tight wavelets frames

Lifting scheme of symmetric tight wavelets frames
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摘要 This paper proposes a method to realize the lifting scheme of tight frame wavelet filters. As for 4-channel tight frame wavelet filter, the tight frame transforms' matrix is 2×4, but the lifting scheme transforms' matrix must be 4×4. And in the case of 3-channel tight frame wavelet filter, the transforms' matrix is 2×3, but the lifting scheme transforms' matrix must be 3×3. In order to solve this problem, we introduce two concepts: transferred polyphase matrix for 4-channel filters and transferred unitary matrix for 3-channel filters. The transferred polyphase matrix is symmetric/antisymmetric. Thus, we use this advantage to realize the lifting scheme. This paper proposes a method to realize the lifting scheme of tight frame wavelet filters. As for 4-channel tight frame wavelet filter, the tight frame transforms' matrix is 2×4, but the lifting scheme transforms' matrix must be 4×4. And in the case of 3-channel tight frame wavelet filter, the transforms' matrix is 2×3, but the lifting scheme transforms' matrix must be 3×3. In order to solve this problem, we introduce two concepts: transferred polyphase matrix for 4-channel filters and transferred unitary matrix for 3-channel filters. The transferred polyphase matrix is symmetric/antisymmetric. Thus, we use this advantage to realize the lifting scheme.
出处 《Science in China(Series F)》 2008年第8期1117-1124,共8页 中国科学(F辑英文版)
基金 the National Natural Science Foundation of China(Grant No.10471002) the Major State Basic Research Development Program of China(Grant No.20060001010)
关键词 lifting scheme tight frame wavelet transform lifting scheme, tight frame, wavelet transform
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参考文献14

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二级参考文献13

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