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Advanced digital image processing and its applications in big data

Record Type:	Electronic resources : Monograph/item
Title/Author:	Advanced digital image processing and its applications in big dataauthored by Ankur Dumka ... [et al.].
other author:	Dumka, Ankur,
Published:	Boca Raton, FL :CRC Press,2020, c2021.
Description:	1 online resource.
Subject:	Image processingDigital techniques.
Online resource:	https://www.taylorfrancis.com/books/9780429351310
ISBN:	9780429351310$q(electronic book)

Advanced digital image processing and its applications in big data
Advanced digital image processing and its applications in big data[electronic resource] /authored by Ankur Dumka ... [et al.]. - 1st ed. - Boca Raton, FL :CRC Press,2020, c2021. - 1 online resource.

Includes bibliographical references and index.

This book covers the technology of digital image processing in various fields with big data and their applications. Readers will understand various technologies and strategies used in digital image processing as well as handling big data, using machine-learning techniques. This book will help to improve the skills of students and researchers in such fieldsas engineering, agriculture, and medical imaging. There is a need to be able to understand and analyse the latest developments of digital image technology. As such, this book will cover: Applications such as biomedical science and biometric image processing, content-based image retrieval, remote sensing, pattern recognition, shape and texture analysis New concepts in color interpolation to produce the full color from the sub-pattern bare pattern color prevalent in today's digital cameras and other imaging devices Image compression standards that are needed to serve diverse applications Applications of remote sensing, medical science, traffic management, education, innovation, and analysis in agricultural design and image processing Both soft and hard computing approaches at great length in relation to major image processing tasks The direction and development of current and future research in many areas of image processing A comprehensive bibliography for additional research (integrated within the framework of the book) This book focuses not only on theoretical and practical knowledge in the field but also on the traditional and latest tools and techniques adopted in image processing and data science. It also provides an indispensable guide to a wide range of basic and advanced techniques in the fields of image processing and data science.

ISBN: 9780429351310$q(electronic book)Subjects--Topical Terms:

182119
Image processing
--Digital techniques.

LC Class. No.: TA1637 / .D86 2020

Dewey Class. No.: 621.36/7

Advanced digital image processing and its applications in big data
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245 0 0 $a Advanced digital image processing and its applications in big data $h [electronic resource] / $c authored by Ankur Dumka ... [et al.].
250 $a 1st ed.
260 $a Boca Raton, FL : $b CRC Press, $c 2020, c2021.
300 $a 1 online resource.
504 $a Includes bibliographical references and index.
520 $a This book covers the technology of digital image processing in various fields with big data and their applications. Readers will understand various technologies and strategies used in digital image processing as well as handling big data, using machine-learning techniques. This book will help to improve the skills of students and researchers in such fieldsas engineering, agriculture, and medical imaging. There is a need to be able to understand and analyse the latest developments of digital image technology. As such, this book will cover: Applications such as biomedical science and biometric image processing, content-based image retrieval, remote sensing, pattern recognition, shape and texture analysis New concepts in color interpolation to produce the full color from the sub-pattern bare pattern color prevalent in today's digital cameras and other imaging devices Image compression standards that are needed to serve diverse applications Applications of remote sensing, medical science, traffic management, education, innovation, and analysis in agricultural design and image processing Both soft and hard computing approaches at great length in relation to major image processing tasks The direction and development of current and future research in many areas of image processing A comprehensive bibliography for additional research (integrated within the framework of the book) This book focuses not only on theoretical and practical knowledge in the field but also on the traditional and latest tools and techniques adopted in image processing and data science. It also provides an indispensable guide to a wide range of basic and advanced techniques in the fields of image processing and data science.
588 $a Description based on print version record.
650 0 $a Image processing $x Digital techniques. $3 182119
650 0 $a Image processing $x Digital techniques $x Data processing. $3 771186
650 0 $a Big data. $3 609582
700 1 $a Dumka, Ankur, $d 1984- $e editor. $3 808068
856 4 0 $u https://www.taylorfrancis.com/books/9780429351310