Advances and Applications of Optimised Algorithms in Image Processing / Intelligent Systems Reference Library Bd.117 (PDF)

Name: Advances and Applications of Optimised Algorithms in Image Processing / Intelligent Systems Reference Library Bd.117
Brand: Springer-Verlag GmbH
SKU: 103346842
Price: 98.99 EUR
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(Sprache: Englisch)

Autoren: Diego Oliva , Erik Cuevas

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Advances and Applications of Optimised Algorithms in Image Processing / Intelligent Systems Reference Library Bd.117, Diego Oliva, Erik Cuevas

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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 co

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Bibliographische Angaben

Autoren: Diego Oliva , Erik Cuevas
2016, 1st ed. 2017, 178 Seiten, Englisch
Verlag: Springer-Verlag GmbH
ISBN-10: 3319485504
ISBN-13: 9783319485508
Erscheinungsdatum: 21.11.2016

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“This book examines the application of optimization to common problems in image processing: segmentation, template matching, and shape detection. … Readers interested in improving the accuracy or performance of image processing systems would do well to read this book.” (Creed Jones, Computing Reviews, May, 2017)

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