東華大學圖書館 |

Language: English

Help

回圖書館首頁

手機版館藏查詢

Back

Switch To: Labeled | MARC Mode | ISBD

Hybrid soft computing for multilevel...

SpringerLink (Online service)

Linked to FindBook

Google Book

Amazon

博客來

Hybrid soft computing for multilevel image and data segmentation

Record Type:	Electronic resources : Monograph/item
Title/Author:	Hybrid soft computing for multilevel image and data segmentation/ by Sourav De ... [et al.].
other author:	De, Sourav.
Published:	Cham :Springer International Publishing : : 2016.,
Description:	xiv, 235 p. :ill., digital ;24 cm.
[NT 15003449]:	Introduction -- Image Segmentation: A Review -- Self-supervised Gray Level Image Segmentation Using an Optimized MUSIG (OptiMUSIG) Activation Function -- Self-supervised Color Image Segmentation Using Parallel OptiMUSIG (ParaOptiMUSIG) Activation Function -- Self-supervised Gray Level Image Segmentation Using Multiobjective Based Optimized MUSIG (OptiMUSIG) Activation Function -- Self-supervised Color Image Segmentation Using Multiobjective Based Parallel Optimized MUSIG (ParaOptiMUSIG) Activation Function -- Unsupervised Genetic Algorithm Based Automatic Image Segmentation and Data Clustering Technique Validated by Fuzzy Intercluster Hostility Index.
Contained By:	Springer eBooks
Subject:	Image segmentation. -
Online resource:	http://dx.doi.org/10.1007/978-3-319-47524-0
ISBN:	9783319475240

Hybrid soft computing for multilevel image and data segmentation
Hybrid soft computing for multilevel image and data segmentation[electronic resource] /by Sourav De ... [et al.]. - Cham :Springer International Publishing :2016. - xiv, 235 p. :ill., digital ;24 cm. - Computational intelligence methods and applications,2510-1765. - Computational intelligence methods and applications..

Introduction -- Image Segmentation: A Review -- Self-supervised Gray Level Image Segmentation Using an Optimized MUSIG (OptiMUSIG) Activation Function -- Self-supervised Color Image Segmentation Using Parallel OptiMUSIG (ParaOptiMUSIG) Activation Function -- Self-supervised Gray Level Image Segmentation Using Multiobjective Based Optimized MUSIG (OptiMUSIG) Activation Function -- Self-supervised Color Image Segmentation Using Multiobjective Based Parallel Optimized MUSIG (ParaOptiMUSIG) Activation Function -- Unsupervised Genetic Algorithm Based Automatic Image Segmentation and Data Clustering Technique Validated by Fuzzy Intercluster Hostility Index.

This book explains efficient solutions for segmenting the intensity levels of different types of multilevel images. The authors present hybrid soft computing techniques, which have advantages over conventional soft computing solutions as they incorporate data heterogeneity into the clustering/segmentation procedures. This is a useful introduction and reference for researchers and graduate students of computer science and electronics engineering, particularly in the domains of image processing and computational intelligence.

ISBN: 9783319475240

Standard No.: 10.1007/978-3-319-47524-0doiSubjects--Topical Terms:

2132796
Image segmentation.

LC Class. No.: TA1632

Dewey Class. No.: 006.6

Hybrid soft computing for multilevel image and data segmentation
LDR:02238nmm a2200337 a 4500 001 2080582
003 DE-He213
005 20161111113623.0
006 m d
007 cr nn 008maaau
008 170616s2016 gw s 0 eng d
020 $a 9783319475240 $q (electronic bk.)
020 $a 9783319475233 $q (paper)
024 7 $a 10.1007/978-3-319-47524-0 $2 doi
035 $a 978-3-319-47524-0
040 $a GP $c GP
041 0 $a eng
050 4 $a TA1632
072 7 $a UYQ $2 bicssc
072 7 $a TJFM1 $2 bicssc
072 7 $a COM004000 $2 bisacsh
082 0 4 $a 006.6 $2 23
090 $a TA1632 $b .H992 2016
245 0 0 $a Hybrid soft computing for multilevel image and data segmentation $h [electronic resource] / $c by Sourav De ... [et al.].
260 $a Cham : $b Springer International Publishing : $b Imprint: Springer, $c 2016.
300 $a xiv, 235 p. : $b ill., digital ; $c 24 cm.
490 1 $a Computational intelligence methods and applications, $x 2510-1765
505 0 $a Introduction -- Image Segmentation: A Review -- Self-supervised Gray Level Image Segmentation Using an Optimized MUSIG (OptiMUSIG) Activation Function -- Self-supervised Color Image Segmentation Using Parallel OptiMUSIG (ParaOptiMUSIG) Activation Function -- Self-supervised Gray Level Image Segmentation Using Multiobjective Based Optimized MUSIG (OptiMUSIG) Activation Function -- Self-supervised Color Image Segmentation Using Multiobjective Based Parallel Optimized MUSIG (ParaOptiMUSIG) Activation Function -- Unsupervised Genetic Algorithm Based Automatic Image Segmentation and Data Clustering Technique Validated by Fuzzy Intercluster Hostility Index.
520 $a This book explains efficient solutions for segmenting the intensity levels of different types of multilevel images. The authors present hybrid soft computing techniques, which have advantages over conventional soft computing solutions as they incorporate data heterogeneity into the clustering/segmentation procedures. This is a useful introduction and reference for researchers and graduate students of computer science and electronics engineering, particularly in the domains of image processing and computational intelligence.
650 0 $a Image segmentation. $3 2132796
650 0 $a Soft computing. $3 563033
650 1 4 $a Computer Science. $3 626642
650 2 4 $a Artificial Intelligence (incl. Robotics) $3 890894
650 2 4 $a Computational Intelligence. $3 1001631
650 2 4 $a Computer Imaging, Vision, Pattern Recognition and Graphics. $3 890871
700 1 $a De, Sourav. $3 3200597
710 2 $a SpringerLink (Online service) $3 836513
773 0 $t Springer eBooks
830 0 $a Computational intelligence methods and applications. $3 3200598
856 4 0 $u http://dx.doi.org/10.1007/978-3-319-47524-0
950 $a Computer Science (Springer-11645)