Signal Processing and Image Processing for Acoustical Imaging

Name: Signal Processing and Image Processing for Acoustical Imaging
Author: Woon Siong Gan

Applications to Acoustical Imaging

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Paperback, blz. | Engels

Springer Nature Singapore | e druk, 2020

ISBN13: 9789811055492

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Springer Nature Singapore e druk, 2020 9789811055492

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This book discusses the applications of signal and image processing in acoustical imaging. It first describes the basic tools involved – the 2D transform, fast Fourier transform (FFT) and applications, and deconvolution – before introducing readers to higher-order statistics, wavelets, and neural networks. It also addresses the important topic of digital signal processing, focusing on the example of homomorphic signal processing. The book then details the design of digital filters and array signal processing, and lastly examines applications in image processing: image enhancement and optimization, image restoration, and image compression.

Specificaties

ISBN13:9789811055492

Taal:Engels

Bindwijze:paperback

Uitgever:Springer Nature Singapore

Inhoudsopgave

<p>1.Two-Dimensional Transform, FFT & its Applications.- 2.Discrete Hilbert Transform, Z Transform.- 3.Deconvolution.- 4.Higher Order Statistics.- 5.Wavelets.- 6.Neural Networks.- 7.Digital Signal Processing-Homomorphic Signal Processing.- 8.Digital Filter Design.- 9.Array Signal Processing.- 10.Image Enhancement & Optimization.- 11.Image Restoration.- 12.Image Compression.- 13.Conclusions.</p>

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