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We propose an amplitude-phase representation of the dual-tree complex wavelet transform (DT-CWT) which provides an intuitive interpretation of the associated complex wavelet coefficients. The representation, in particular, is based on the…

信息论 · 计算机科学 2010-03-11 Kunal Narayan Chaudhury , Michael Unser

In continuous-time wavelet analysis, most wavelet present some kind of symmetry. Based on the Fourier and Hartley transform kernels, a new wavelet multiresolution analysis is proposed. This approach is based on a pair of orthogonal wavelet…

经典分析与常微分方程 · 数学 2015-02-10 L. R. Soares , H. M. de Oliveira , R. J. Cintra

The dual-tree complex wavelet transform (DT-CWT) is known to exhibit better shift-invariance than the conventional discrete wavelet transform. We propose an amplitude-phase representation of the DT-CWT which, among other things, offers a…

信息论 · 计算机科学 2013-07-23 Kunal Narayan Chaudhury , Michael Unser

We develop a Hilbert space framework for a number of general multi-scale problems from dynamics. The aim is to identify a spectral theory for a class of systems based on iterations of a non-invertible endomorphism. We are motivated by the…

动力系统 · 数学 2007-05-23 Dorin Ervin Dutkay , Palle E. T. Jorgensen

The purpose of this paper is to represent the integral Hankel transform as a series. If one uses B-spline wavelet this series is a linear combination of the hypergeometrical functions. Numerical evaluation of the test function with known…

数值分析 · 数学 2025-10-20 Eugene B. Postnikov

In this paper, we consider the design of wavelet filters based on the Thiran common-factor approach proposed in Selesnick [2001]. This approach aims at building finite impulseresponse filters of a Hilbert-pair of wavelets serving as real…

统计方法学 · 统计学 2017-10-26 Sophie Achard , Irène Gannaz , Marianne Clausel , François Roueff

Upcoming LCLS-II/II-HE operation at repetition rates approaching 1MHz demands on-detector data reduction to manage the resulting data volumes. We present a 2D discrete wavelet transform (DWT) pre-processing algorithm that segments…

We present a new proof of a theorem of Mallat which describes a construction of wavelets starting from a quadrature mirror filter. Our main innovation is to show how the scaling function associated to the filter can be used to identify a…

泛函分析 · 数学 2007-05-23 Nadia S. Larsen , Iain Raeburn

We obtain a characterization of all wavelets leading to analytic wavelet transforms (WT). The characterization is obtained as a by-product of the theoretical foundations of a new method for wavelet phase reconstruction from magnitude-only…

数值分析 · 数学 2024-09-23 Nicki Holighaus , Günther Koliander , Zdenĕk Průša , Luis Daniel Abreu

We propose a novel method for constructing wavelet transforms of functions defined on the vertices of an arbitrary finite weighted graph. Our approach is based on defining scaling using the the graph analogue of the Fourier domain, namely…

泛函分析 · 数学 2009-12-22 David K Hammond , Pierre Vandergheynst , Rémi Gribonval

In this paper we outline several points of view on the interplay between discrete and continuous wavelet transforms; stressing both pure and applied aspects of both. We outline some new links between the two transform technologies based on…

计算工程、金融与科学 · 计算机科学 2011-11-09 Palle E. T. Jorgensen , Myung-Sin Song

The purpose is to study qualitative and quantitative rates of image compression by using different Haar wavelet banks. The experimental results of adaptive compression are provided. The paper deals with specific examples of orthogonal Haar…

其他计算机科学 · 计算机科学 2014-10-06 Mikhail Prisheltsev

In analogy with steerable wavelets, we present a general construction of adaptable tight wavelet frames, with an emphasis on scaling operations. In particular, the derived wavelets can be "dilated" by a procedure comparable to the operation…

计算机视觉与模式识别 · 计算机科学 2017-06-20 Zsuzsanna Püspöki , John Paul Ward , Daniel Sage , Michael Unser

The construction of B-spline wavelet bases on nonequispaced knots is extended to wavelets that are piecewise segments from any combination of smooth functions. The extended wavelet family thus provides multiresolution basis functions with…

数值分析 · 数学 2023-05-18 Maarten Jansen

In this paper we propose a procedure which allows the construction of a large family of FIR d x d matrix wavelet filters by exploiting the one-to-one correspondence between QMF systems and orthogonal operators which commute with the shifts…

数值分析 · 数学 2013-03-06 Mariantonia Cotronei , Matthias Holschneider

In a previous paper we have introduced a new class of radial basis functions that are powerful means to approximate functions by quasi-interpolation. In this article we extend the results to create new ways of approximating functions by…

数值分析 · 数学 2025-12-18 M. Buhmann , J. Jódar , M. Rodríguez

We give an operator theoretic approach to the constructions of multiresolutions as they are used in a number of basis constructions with wavelets, and in Hilbert spaces on fractals. Our approach starts with the following version of the…

算子代数 · 数学 2008-12-29 Dorin Ervin Dutkay , Palle E. T. Jorgensen

For a given symmetric refinable mask obeying the sum rule of order $n$, an explicit method is suggested for the construction of mutually symmetric almost frame-like wavelet system providing approximation order $n$. A transformation based on…

泛函分析 · 数学 2018-06-19 A. V. Krivoshein

We construct certain Hilbert spaces associated with a class of non-linear dynamical systems X. These are systems which arise from a generalized self-similarity, and an iterated substitution. We show that when a weight function W on X is…

动力系统 · 数学 2007-05-23 Dorin Ervin Dutkay , Palle E. T. Jorgensen

The detail structure of the wave function is analyzed at various refinement levels using the methods of wavelet analysis. The eigenvalue problem of a model system is solved in granular Hilbert spaces, and the trajectory of the eigenstates…

计算物理 · 物理学 2009-11-13 J. Pipek , Sz. Nagy
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