Advances and Applications of Optimised Algorithms in Image Processing

AvDiego Oliva,Erik Cuevas

Häftad, Engelska, 2018

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Beskrivning

This book presents a study of the use of optimization algorithms in complex image processing problems.

Produktinformation

Utgivningsdatum:2018-07-05
Mått:155 x 235 x 11 mm
Vikt:300 g
Format:Häftad
Språk:Engelska
Serie:Intelligent Systems Reference Library
Antal sidor:178
Förlag:Springer International Publishing AG
ISBN:9783319839691

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Recensioner i media

“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)

Innehållsförteckning

An introduction to machine learning.- Optimization.- Electromagnetism – Like Optimization Algorithm: An Introduction.- Digital image segmentation as an optimization problem.- Template matching using a physical inspired algorithm.-Detection of circular shapes in digital images.- A medical application: Blood cell segmentation by circle detection.- An EMO Improvement: Opposition-Based Electromagnetism-Like for Global Optimization

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