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Minimum-energy wavelet frame on the interval with arbitrary integer dilation factor
Authors:Chunhong CaoXieping Gao
Institution:
  • College of Information and Engineering, Xiangtan University, Xiangtan, 411105, China
  • Abstract:In this paper, we study minimum-energy frame Ψ={ψ1,ψ2,…,ψM} on the interval with arbitrary factor d for L20,1], Ψ corresponding to some refinable functions with compact support. We give the constructive proof as well as the necessary and sufficient conditions of minimum-energy frames for L20,1], present the decomposition and reconstruction formulas of minimum-energy frame on the interval 0,1], and some examples. The experimental results show that the proposed minimum-energy frame on the interval improves the performance in the application of image denoising significantly.
    Keywords:Scaling function  Multi-resolution analysis  Frame  Minimum-energy
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