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Biologically rationalized computing ...

Hemanth, Jude.

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Biologically rationalized computing techniques for image processing applications

Record Type:	Electronic resources : Monograph/item
Title/Author:	Biologically rationalized computing techniques for image processing applications/ edited by Jude Hemanth, Valentina Emilia Balas.
other author:	Hemanth, Jude.
Published:	Cham :Springer International Publishing : : 2018.,
Description:	vi, 337 p. :ill., digital ;24 cm.
Contained By:	Springer eBooks
Subject:	Image processing - Digital techniques. -
Online resource:	http://dx.doi.org/10.1007/978-3-319-61316-1
ISBN:	9783319613161

Biologically rationalized computing techniques for image processing applications
Biologically rationalized computing techniques for image processing applications[electronic resource] /edited by Jude Hemanth, Valentina Emilia Balas. - Cham :Springer International Publishing :2018. - vi, 337 p. :ill., digital ;24 cm. - Lecture notes in computational vision and biomechanics,v.252212-9391 ;. - Lecture notes in computational vision and biomechanics ;v.25..

This book introduces readers to innovative bio-inspired computing techniques for image processing applications. It demonstrates how a significant drawback of image processing - not providing the simultaneous benefits of high accuracy and less complexity - can be overcome, proposing bio-inspired methodologies to help do so. Besides computing techniques, the book also sheds light on the various application areas related to image processing, and weighs the pros and cons of specific methodologies. Even though several such methodologies are available, most of them do not provide the simultaneous benefits of high accuracy and less complexity, which explains their low usage in connection with practical imaging applications, such as the medical scenario. Lastly, the book illustrates the methodologies in detail, making it suitable for newcomers to the field and advanced researchers alike.

ISBN: 9783319613161

Standard No.: 10.1007/978-3-319-61316-1doiSubjects--Topical Terms:

532550
Image processing
--Digital techniques.

LC Class. No.: TA1637

Dewey Class. No.: 006.6

Biologically rationalized computing techniques for image processing applications
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300 $a vi, 337 p. : $b ill., digital ; $c 24 cm.
490 1 $a Lecture notes in computational vision and biomechanics, $x 2212-9391 ; $v v.25
520 $a This book introduces readers to innovative bio-inspired computing techniques for image processing applications. It demonstrates how a significant drawback of image processing - not providing the simultaneous benefits of high accuracy and less complexity - can be overcome, proposing bio-inspired methodologies to help do so. Besides computing techniques, the book also sheds light on the various application areas related to image processing, and weighs the pros and cons of specific methodologies. Even though several such methodologies are available, most of them do not provide the simultaneous benefits of high accuracy and less complexity, which explains their low usage in connection with practical imaging applications, such as the medical scenario. Lastly, the book illustrates the methodologies in detail, making it suitable for newcomers to the field and advanced researchers alike.
650 0 $a Image processing $x Digital techniques. $3 532550
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650 1 4 $a Engineering. $3 586835
650 2 4 $a Signal, Image and Speech Processing. $3 891073
650 2 4 $a Computational Intelligence. $3 1001631
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700 1 $a Hemanth, Jude. $3 3295920
700 1 $a Balas, Valentina Emilia. $3 1002632
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