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Record Nr. |
UNINA9910782686003321 |
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Autore |
Mallat S. G (Stéphane G.) |
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Titolo |
A wavelet tour of signal processing [[electronic resource] ] : the Sparse way / / Stephane Mallat |
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Pubbl/distr/stampa |
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Amsterdam ; ; Boston, : Elsevier /Academic Press, c2009 |
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ISBN |
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1-281-98216-4 |
9786611982164 |
0-08-092202-3 |
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Edizione |
[Sparse ed.] |
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Descrizione fisica |
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1 online resource (829 p.) |
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Disciplina |
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621.382/2015152433 |
621.3822015152433 |
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Soggetti |
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Signal processing - Mathematics |
Wavelets (Mathematics) |
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Lingua di pubblicazione |
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Formato |
Materiale a stampa |
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Livello bibliografico |
Monografia |
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Note generali |
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"A Wavelet Tour of Signal Processing : The Sparse Way, Third Edition, is an invaluable resource for researchers and R&D engineers wishing to apply the theory in fields such as image processing, video processing and compression, bio-sensing, medical imaging, machine vision, and communications engineering." |
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Nota di bibliografia |
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Includes bibliographical references (p. 765-793) and index. |
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Nota di contenuto |
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Front Cover; A Wavelet Tour of Signal Processing; Copyright Page; Dedication Page; Table of Contents; Preface to the Sparse Edition; Notations; Chapter 1. Sparse Representations; 1.1 Computational Harmonic Analysis; 1.1.1 The Fourier Kingdom; 1.1.2 Wavelet Bases; 1.2 Approximation and Processing in Bases; 1.2.1 Sampling with Linear Approximations; 1.2.2 Sparse Nonlinear Approximations; 1.2.3 Compression; 1.2.4 Denoising; 1.3 Time-Frequency Dictionaries; 1.3.1 Heisenberg Uncertainty; 1.3.2 Windowed Fourier Transform; 1.3.3 Continuous Wavelet Transform; 1.3.4 Time-Frequency Orthonormal Bases |
1.4 Sparsity in Redundant Dictionaries1.4.1 Frame Analysis and Synthesis; 1.4.2 Ideal Dictionary Approximations; 1.4.3 Pursuit in Dictionaries; 1.5 Inverse Problems; 1.5.1 Diagonal Inverse Estimation; 1.5.2 Super-resolution and Compressive Sensing; 1.6 Travel Guide; 1.6.1 Reproducible Computational Science; 1.6.2 Book Road Map; Chapter 2. The Fourier Kingdom; 2.1 Linear Time-Invariant Filtering; |
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