An Image Processing Tour of College Mathematics (Chapman & Hall/Crc Mathematical and Computational Imaging Sciences) - Softcover

Galperin, Yevgeniy V.

 
9780367694487: An Image Processing Tour of College Mathematics (Chapman & Hall/Crc Mathematical and Computational Imaging Sciences)
Softcover
ISBN 10: 0367694484 ISBN 13: 9780367694487
Verlag: Chapman and Hall/CRC, 2022

Inhaltsangabe

An Image Processing Tour of College Mathematics aims to provide meaningful context for reviewing key topics of the college mathematics curriculum, to help students gain confidence in using concepts and techniques of applied mathematics, to increase student awareness of recent developments in mathematical sciences, and to help students prepare for graduate studies.

The topics covered include a library of elementary functions, basic concepts of descriptive statistics, probability distributions of functions of random variables, definitions and concepts behind first- and second-order derivatives, most concepts and techniques of traditional linear algebra courses, an introduction to Fourier analysis, and a variety of discrete wavelet transforms – all of that in the context of digital image processing.

Features

  • Pre-calculus material and basic concepts of descriptive statistics are reviewed in the context of image processing in the spatial domain.

  • Key concepts of linear algebra are reviewed both in the context of fundamental operations with digital images and in the more advanced context of discrete wavelet transforms.

  • Some of the key concepts of probability theory are reviewed in the context of image equalization and histogram matching.

  • The convolution operation is introduced painlessly and naturally in the context of naïve filtering for denoising and is subsequently used for edge detection and image restoration.

  • An accessible elementary introduction to Fourier analysis is provided in the context of image restoration.

  • Discrete wavelet transforms are introduced in the context of image compression, and the readers become more aware of some of the recent developments in applied mathematics.

    • This text helps students of mathematics ease their way into mastering the basics of scientific computer programming. 

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    Über die Autorin bzw. den Autor

    Yevgeniy V. Galperin is Associate Professor of Mathematics at East Stroudsburg University of Pennsylvania. He holds a PhD in mathematics and has published several papers in the field of time-frequency analysis and related areas of Fourier analysis. His research and academic interests also include numerical methods, simulation of stochastic processes for real-life applications, and mathematical pedagogy. He has given numerous conference presentations on instructional and course-design approaches directed at increasing student motivation and awareness of societal value of mathematics and on incorporating signal and image processing into the undergraduate mathematics curriculum.

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    Verlag
    Chapman and Hall/CRC
    Erscheinungsdatum
    2022
    Sprache
    Englisch
    ISBN 10 
    0367694484
    ISBN 13 
    9780367694487
    Einband
    Taschenbuch
    Anzahl der Seiten
    336
    Kontakt zum Hersteller
    preigu GmbH & Co. KG
    mail@preigu.de

    Lengericher Landstr. 19
    Osnabrück
    Niedersachsen
    49078
    Deutschland

    Weitere beliebte Ausgaben desselben Titels

    9780367002022: An Image Processing Tour of College Mathematics (Chapman & Hall/Crc Mathematical and Computational Imaging Sciences)

    Vorgestellte Ausgabe

    ISBN 10:  0367002027 ISBN 13:  9780367002022
    Verlag: Chapman and Hall/CRC, 2020
    Hardcover