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Advances in soft computing and machine learning in image processing

Author: Aboul Ella Hassanien; Diego Oliva
Publisher: Cham, Switzerland : Springer, [2018]
Series: Studies in computational intelligence, v. 730.
Edition/Format:   eBook : Document : EnglishView all editions and formats
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  Read more...
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Genre/Form: Electronic books
Additional Physical Format: Printed edition:
Material Type: Document, Internet resource
Document Type: Internet Resource, Computer File
All Authors / Contributors: Aboul Ella Hassanien; Diego Oliva
ISBN: 9783319637549 3319637541 3319637533 9783319637532 9783319637556 331963755X 9783319876276 3319876279
OCLC Number: 1007150234
Description: 1 online resource (xii, 718 pages) : illustrations (some color)
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.
Series Title: Studies in computational intelligence, v. 730.
Responsibility: Aboul Ella Hassanien, Diego Alberto Oliva, editors.

Abstract:

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,  Read more...

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"Every chapter is well written and comprehensive. New algorithms are presented with experimental results and performance comparisons. The reference materials used are clearly cited. Overall, this Read more...

 
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