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Signal processing and image processi...

Gan, Woon Siong.

Signal processing and image processing for acoustical imaging

紀錄類型:	書目-電子資源 : Monograph/item
正題名/作者:	Signal processing and image processing for acoustical imagingby Woon Siong Gan.
作者:	Gan, Woon Siong.
出版者:	Singapore :Springer Singapore :2020.
面頁冊數:	xii, 83 p. :ill. (some col.), digital ;24 cm.
Contained By:	Springer eBooks
標題:	Acoustic imaging.
電子資源:	https://doi.org/10.1007/978-981-10-5550-8
ISBN:	9789811055508$q(electronic bk.)

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$q(electronic bk.)

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

251605
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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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.
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