Applications of Hybrid Metaheuristic Algorithms for Image Processing

Applications of Hybrid Metaheuristic Algorithms for Image Processing
Author: Diego Oliva
Publisher: Springer Nature
Total Pages: 488
Release: 2020-03-27
Genre: Technology & Engineering
ISBN: 3030409775

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This book presents a collection of the most recent hybrid methods for image processing. The algorithms included consider evolutionary, swarm, machine learning and deep learning. The respective chapters explore different areas of image processing, from image segmentation to the recognition of objects using complex approaches and medical applications. The book also discusses the theory of the methodologies used to provide an overview of the applications of these tools in image processing. The book is primarily intended for undergraduate and postgraduate students of science, engineering and computational mathematics, and can also be used for courses on artificial intelligence, advanced image processing, and computational intelligence. Further, it is a valuable resource for researchers from the evolutionary computation, artificial intelligence and image processing communities.


Applications of Hybrid Metaheuristic Algorithms for Image Processing
Language: en
Pages: 488
Authors: Diego Oliva
Categories: Technology & Engineering
Type: BOOK - Published: 2020-03-27 - Publisher: Springer Nature

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This book presents a collection of the most recent hybrid methods for image processing. The algorithms included consider evolutionary, swarm, machine learning a
Hybrid Metaheuristics for Image Analysis
Language: en
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Authors: Siddhartha Bhattacharyya
Categories: Computers
Type: BOOK - Published: 2018-07-30 - Publisher: Springer

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This book presents contributions in the field of computational intelligence for the purpose of image analysis. The chapters discuss how problems such as image s
Metaheuristic Algorithms for Image Segmentation: Theory and Applications
Language: en
Pages: 226
Authors: Diego Oliva
Categories: Technology & Engineering
Type: BOOK - Published: 2019-03-02 - Publisher: Springer

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This book presents a study of the most important methods of image segmentation and how they are extended and improved using metaheuristic algorithms. The segmen
Metaheuristics Algorithms for Medical Applications
Language: en
Pages: 249
Authors: Mohamed Abdel-Basset
Categories: Computers
Type: BOOK - Published: 2023-11-25 - Publisher: Elsevier

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Metaheuristics Algorithms for Medical Applications: Methods and Applications provides readers with the most complete reference for developing Metaheuristics tec
Metaheuristics in Machine Learning: Theory and Applications
Language: en
Pages: 765
Authors: Diego Oliva
Categories: Computational intelligence
Type: BOOK - Published: - Publisher: Springer Nature

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This book is a collection of the most recent approaches that combine metaheuristics and machine learning. Some of the methods considered in this book are evolut