Applications of Hybrid Metaheuristic Algorithms for Image Processing

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Applications of Hybrid Metaheuristic Algorithms for Image Processing

Electronics engineering Artificial intelligence Digital signal processing (DSP)

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Collection: Studies in Computational Intelligence

Language: English

Published by: Springer

Published on: 27th March 2020

Format: LCP-protected ePub

Size: 142 Mb

ISBN: 9783030409777


Overview

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.

Intended Audience

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.

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