國立高雄大學圖資館 |

登入

回首頁

Advanced digital image processing and its applications in big data

紀錄類型:	書目-電子資源 : Monograph/item
正題名/作者:	Advanced digital image processing and its applications in big dataauthored by Ankur Dumka ... [et al.].
其他作者:	Dumka, Ankur,
出版者:	Boca Raton, FL :CRC Press,2020, c2021.
面頁冊數:	1 online resource.
標題:	Image processingDigital techniques.
電子資源:	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
LDR:02941cmm a2200361 a 4500 001 627182
003 FlBoTFG
005 20210128030658.0
006 m o d
007 cr cnu---unuuu
008 230118t20202021flu ob 001 0 eng d
020 $a 9780429351310$q(electronic book)
020 $a 0429351313$q(electronic book)
020 $a 9781000281392$q(electronic book)
020 $a 1000281396$q(electronic book)
020 $a 9781000281316$q(electronic book)
020 $a 1000281310$q(electronic book)
020 $a 9781000281354$q(Mobipocket)
020 $a 1000281353$q(Mobipocket)
020 $z 9780367367688
020 $z 0367367688
035 $a 9780429351310
040 $a OCoLC-P $b eng $c OCoLC-P
041 0 $a eng
050 4 $a TA1637 $b .D86 2020
082 0 4 $a 621.36/7 $2 23
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