ENGLISH

Advances and Applications of Optimised Algorithms in Image Processing

By Diego Oliva , Erik Cuevas (auth.)

Book information

Publisher
Springer International Publishing
Year
2017
ISBN
978-3-319-48549-2, 978-3-319-48550-8
DOI
10.1007/978-3-319-48550-8
Language
english
Format
PDF
Filesize
8 MB (8380699 bytes)
Series
Intelligent Systems Reference Library 117
Edition
1
Pages
XIII, 178\185
Time added
2017-02-20 14:56:08
Computational Intelligence;SignalImage and Speech Processing;Artificial Intelligenc

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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