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Signal processing and image processi...

Gan, Woon Siong.

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Signal processing and image processing for acoustical imaging

Record Type:	Electronic resources : Monograph/item
Title/Author:	Signal processing and image processing for acoustical imaging/ by Woon Siong Gan.
Author:	Gan, Woon Siong.
Published:	Singapore :Springer Singapore : : 2020.,
Description:	xii, 83 p. :ill. (some col.), digital ;24 cm.
[NT 15003449]:	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.
Contained By:	Springer eBooks
Subject:	Acoustic imaging. -
Online resource:	https://doi.org/10.1007/978-981-10-5550-8
ISBN:	9789811055508

Signal processing and image processing for acoustical imaging
Gan, Woon Siong.

Signal processing and image processing for acoustical imaging[electronic resource] /by Woon Siong Gan. - Singapore :Springer Singapore :2020. - xii, 83 p. :ill. (some col.), digital ;24 cm.

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.

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.

ISBN: 9789811055508

Standard No.: 10.1007/978-981-10-5550-8doiSubjects--Topical Terms:

614908
Acoustic imaging.

LC Class. No.: TA1770 / .G369 2020

Dewey Class. No.: 620.28

Signal processing and image processing for acoustical imaging
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100 1 $a Gan, Woon Siong. $3 3299455
245 1 0 $a Signal processing and image processing for acoustical imaging $h [electronic resource] / $c by Woon Siong Gan.
260 $a Singapore : $b Springer Singapore : $b Imprint: Springer, $c 2020.
300 $a xii, 83 p. : $b ill. (some col.), digital ; $c 24 cm.
505 0 $a 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.
520 $a 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.
650 0 $a Acoustic imaging. $3 614908
650 1 4 $a Signal, Image and Speech Processing. $3 891073
650 2 4 $a Engineering Acoustics. $3 1533220
650 2 4 $a Acoustics. $3 879105
650 2 4 $a Image Processing and Computer Vision. $3 891070
710 2 $a SpringerLink (Online service) $3 836513
773 0 $t Springer eBooks
856 4 0 $u https://doi.org/10.1007/978-981-10-5550-8
950 $a Engineering (Springer-11647)