Advances in soft computing and machine learning in image processing / Aboul Ella Hassanien, Diego Alberto Oliva, editors.
2018
TA1637
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Details
Title
Advances in soft computing and machine learning in image processing / Aboul Ella Hassanien, Diego Alberto Oliva, editors.
ISBN
9783319637549 (electronic book)
3319637541 (electronic book)
9783319637532
3319637541 (electronic book)
9783319637532
Published
Cham, Switzerland : Springer, [2018]
Language
English
Description
1 online resource (xii, 718 pages) : illustrations.
Other Standard Identifiers
10.1007/978-3-319-63754-9 doi
Call Number
TA1637
Dewey Decimal Classification
006.4/2
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.
Access Note
Access limited to authorized users.
Digital File Characteristics
text file PDF
Source of Description
Online resource; title from PDF title page (SpringerLink, viewed October 23, 2017).
Added Author
Hassanien, Aboul Ella, editor.
Oliva, Diego, editor.
Oliva, Diego, editor.
Series
Studies in computational intelligence ; v. 730.
Available in Other Form
Print version: 9783319637532
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Table of 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.
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.