Advances and Applications of Optimised Algorithms in Image Processing (Paperback, Softcover reprint of the original 1st ed. 2017)

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This book presents a study of the use of optimization algorithms in complex image processing problems. The problems selected explore areas ranging from the theory of image segmentation to the detection of complex objects in medical images. Furthermore, the concepts of machine learning and optimization are analyzed to provide an overview of the application of these tools in image processing. The material has been compiled from a teaching perspective. Accordingly, the book is primarily intended for undergraduate and postgraduate students of Science, Engineering, and Computational Mathematics, and can be used for courses on Artificial Intelligence, Advanced Image Processing, Computational Intelligence, etc. Likewise, the material can be useful for research from the evolutionary computation, artificial intelligence and image processing communities.

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Product Description

This book presents a study of the use of optimization algorithms in complex image processing problems. The problems selected explore areas ranging from the theory of image segmentation to the detection of complex objects in medical images. Furthermore, the concepts of machine learning and optimization are analyzed to provide an overview of the application of these tools in image processing. The material has been compiled from a teaching perspective. Accordingly, the book is primarily intended for undergraduate and postgraduate students of Science, Engineering, and Computational Mathematics, and can be used for courses on Artificial Intelligence, Advanced Image Processing, Computational Intelligence, etc. Likewise, the material can be useful for research from the evolutionary computation, artificial intelligence and image processing communities.

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Product Details

General

Imprint

Springer International Publishing AG

Country of origin

Switzerland

Series

Intelligent Systems Reference Library, 117

Release date

July 2018

Availability

Expected to ship within 10 - 15 working days

First published

2017

Authors

,

Dimensions

235 x 155 x 10mm (L x W x T)

Format

Paperback

Pages

178

Edition

Softcover reprint of the original 1st ed. 2017

ISBN-13

978-3-319-83969-1

Barcode

9783319839691

Categories

LSN

3-319-83969-1



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