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Bog, hardback Advances and Applications of Optimised Algorithms in Image Processing af Erik Cuevas

Advances and Applications of Optimised Algorithms in Image Processing (Intelligent Systems Reference Library, nr. 117)

- 2017

(Bog, hardback)

53 black & white illustrations, biography

53 black & white illustrations, biography

Produktdetaljer:

Sprog:
Engelsk
ISBN-13:
9783319485492
Udgivet:
30-11-2016
Udgave:
1st ed. 2017
Nr. i serien:
117
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Forlagets beskrivelse
53 black & white illustrations, biography
Bibliotekernes beskrivelse
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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