Coverart for item
The Resource Advances in soft computing and machine learning in image processing, Aboul Ella Hassanien, Diego Alberto Oliva, editors, (electronic book)

Advances in soft computing and machine learning in image processing, Aboul Ella Hassanien, Diego Alberto Oliva, editors, (electronic book)

Label
Advances in soft computing and machine learning in image processing
Title
Advances in soft computing and machine learning in image processing
Statement of responsibility
Aboul Ella Hassanien, Diego Alberto Oliva, editors
Contributor
Editor
Subject
Language
eng
Summary
This book is a collection of the latest applications of methods from soft computing and machine learning in image processing. It explores different areas ranging from image segmentation to the object recognition using complex approaches, and includes the theory of the methodologies used to provide an overview of the application of these tools in image processing. The material has been compiled from a scientific perspective, and the book is primarily intended for undergraduate and postgraduate science, engineering, and computational mathematics students. It can also be used for courses on artificial intelligence, advanced image processing, and computational intelligence, and is a valuable resource for researchers in the evolutionary computation, artificial intelligence and image processing communities
Member of
Cataloging source
GW5XE
Dewey number
006.4/2
Illustrations
illustrations
Index
no index present
LC call number
TA1637
Literary form
non fiction
Nature of contents
dictionaries
http://library.link/vocab/relatedWorkOrContributorName
  • Hassanien, Aboul Ella
  • Oliva, Diego
Series statement
Studies in computational intelligence,
Series volume
volume 730
http://library.link/vocab/subjectName
  • Image processing
  • Soft computing
  • Machine learning
Label
Advances in soft computing and machine learning in image processing, Aboul Ella Hassanien, Diego Alberto Oliva, editors, (electronic book)
Instantiates
Publication
Antecedent source
unknown
Carrier category
online resource
Carrier category code
cr
Carrier MARC source
rdacarrier
Color
multicolored
Content category
text
Content type code
txt
Content type MARC source
rdacontent
Contents
Color Spaces Advantages and Disadvantages in Image Color Clustering Segmentation -- Multi-objective Whale Optimization Algorithm for Multi-level Thresholding Segmentation -- Evaluating Swarm Optimization Algorithms for Segmentation of Liver Images -- Thermal Image Segmentation Using Evolutionary Computation Techniques -- News Videos Segmentation Using Dominant Colors Representation
Control code
SPR1007150234
Dimensions
unknown
Extent
1 online resource (xii, 718 pages)
File format
unknown
Form of item
online
Isbn
9783319637549
Level of compression
unknown
Media category
computer
Media MARC source
rdamedia
Media type code
c
Other control number
10.1007/978-3-319-63754-9
Other physical details
illustrations (some color).
Quality assurance targets
not applicable
Reformatting quality
unknown
Sound
unknown sound
Specific material designation
remote
System control number
  • on1007150234
  • (OCoLC)1007150234
Label
Advances in soft computing and machine learning in image processing, Aboul Ella Hassanien, Diego Alberto Oliva, editors, (electronic book)
Publication
Antecedent source
unknown
Carrier category
online resource
Carrier category code
cr
Carrier MARC source
rdacarrier
Color
multicolored
Content category
text
Content type code
txt
Content type MARC source
rdacontent
Contents
Color Spaces Advantages and Disadvantages in Image Color Clustering Segmentation -- Multi-objective Whale Optimization Algorithm for Multi-level Thresholding Segmentation -- Evaluating Swarm Optimization Algorithms for Segmentation of Liver Images -- Thermal Image Segmentation Using Evolutionary Computation Techniques -- News Videos Segmentation Using Dominant Colors Representation
Control code
SPR1007150234
Dimensions
unknown
Extent
1 online resource (xii, 718 pages)
File format
unknown
Form of item
online
Isbn
9783319637549
Level of compression
unknown
Media category
computer
Media MARC source
rdamedia
Media type code
c
Other control number
10.1007/978-3-319-63754-9
Other physical details
illustrations (some color).
Quality assurance targets
not applicable
Reformatting quality
unknown
Sound
unknown sound
Specific material designation
remote
System control number
  • on1007150234
  • (OCoLC)1007150234

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