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Harmonic wavelet transform information


In the mathematics of signal processing, the harmonic wavelet transform, introduced by David Edward Newland in 1993, is a wavelet-based linear transformation of a given function into a time-frequency representation. It combines advantages of the short-time Fourier transform and the continuous wavelet transform. It can be expressed in terms of repeated Fourier transforms, and its discrete analogue can be computed efficiently using a fast Fourier transform algorithm.

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Harmonic wavelet transform

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mathematics of signal processing, the harmonic wavelet transform, introduced by David Edward Newland in 1993, is a wavelet-based linear transformation of a...

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Wavelet transform

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a formal, mathematical definition of an orthonormal wavelet and of the integral wavelet transform. A function ψ ∈ L 2 ( R ) {\displaystyle \psi \,\in...

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Discrete wavelet transform

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a discrete wavelet transform (DWT) is any wavelet transform for which the wavelets are discretely sampled. As with other wavelet transforms, a key advantage...

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Wavelet

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continuous-time (analog) signals and so are related to harmonic analysis. Discrete wavelet transform (continuous in time) of a discrete-time (sampled) signal...

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Fourier transform

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in wavelet transforms and chirplet transforms, with the wavelet analog of the (continuous) Fourier transform being the continuous wavelet transform. Linear...

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Complex wavelet transform

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complex wavelet transform (CWT) is a complex-valued extension to the standard discrete wavelet transform (DWT). It is a two-dimensional wavelet transform which...

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Daubechies wavelet

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The Daubechies wavelets, based on the work of Ingrid Daubechies, are a family of orthogonal wavelets defining a discrete wavelet transform and characterized...

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Fast Fourier transform

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Andrew F. (eds.). "Fast approximate Fourier transform via wavelets transform". Proceedings of SPIE. Wavelet Applications in Signal and Image Processing...

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List of transforms

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Hartley transform Discrete sine transform Discrete wavelet transform Hadamard transform (or, Walsh–Hadamard transform) Fast wavelet transform Hankel transform...

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Poisson wavelet

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different wavelets are known by the name Poisson wavelet. In one context, the term "Poisson wavelet" is used to denote a family of wavelets labeled by...

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Legendre wavelet

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analysis, compactly supported wavelets derived from Legendre polynomials are termed Legendre wavelets or spherical harmonic wavelets. Legendre functions have...

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Digital signal processing

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analysis, a discrete wavelet transform is any wavelet transform for which the wavelets are discretely sampled. As with other wavelet transforms, a key advantage...

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Discrete Fourier transform

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comparison of the discrete wavelet transform with the discrete Fourier transform. Companion matrix DFT matrix Fast Fourier transform FFTPACK FFTW Generalizations...

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Fourier analysis

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in wavelet transforms and chirplet transforms, with the wavelet analog of the (continuous) Fourier transform being the continuous wavelet transform. The...

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Fractional Fourier transform

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area of harmonic analysis, the fractional Fourier transform (FRFT) is a family of linear transformations generalizing the Fourier transform. It can be...

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Finite Fourier transform

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Beckenstein, Fourier and Wavelet Analysis (Springer, 2004), p. 264 Morelli, E., "High accuracy evaluation of the finite Fourier transform using sampled data...

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Frequency domain

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spaced data Short-time Fourier transform Time–frequency representation Time–frequency analysis Wavelet Wavelet transform – digital image processing, signal...

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Wavelet for multidimensional signals analysis

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case. The discrete wavelet transform is extended to the multidimensional case using the tensor product of well known 1-D wavelets. In 2-D for example...

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S transform

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is a generalization of the short-time Fourier transform (STFT), extending the continuous wavelet transform and overcoming some of its disadvantages. For...

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Hermite polynomials

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sequence. The polynomials arise in: signal processing as Hermitian wavelets for wavelet transform analysis probability, such as the Edgeworth series, as well...

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Geometric mean

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arithmetic mean and the harmonic mean. For all positive data sets containing at least one pair of unequal values, the harmonic mean is always the least...

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Spectrogram

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optical spectrometer, a bank of band-pass filters, by Fourier transform or by a wavelet transform (in which case it is also known as a scaleogram or scalogram)...

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Convolution

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"Reducing the Computational Complexity of Image Processing Using Wavelet Transform Based on the Winograd Method". Pattern Recognition and Image Analysis...

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John Benedetto

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College Park and is a leading researcher in wavelet analysis and Director of the Norbert Wiener Center for Harmonic Analysis and Applications. He was named...

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Uncertainty principle

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Gaussian-shaped pulse (Gabor wavelet) [For the un-squared Gaussian (i.e. signal amplitude) and its un-squared Fourier transform magnitude σ t σ f = 1 / 2...

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