Advances and Applications of Optimised Algorithms in Image Processing

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 optimizati...

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Detaylı Bibliyografya
Asıl Yazarlar: Oliva, Diego (Yazar), Cuevas, Erik (Yazar)
Müşterek Yazar: SpringerLink (Online service)
Materyal Türü: e-Kitap
Dil:İngilizce
Baskı/Yayın Bilgisi: Cham : Springer International Publishing : 2017.
Imprint: Springer,
Edisyon:1st ed. 2017.
Seri Bilgileri:Intelligent Systems Reference Library, 117
Konular:
Computational intelligence.
Signal processing.
Artificial intelligence.
Computational Intelligence.
Signal, Speech and Image Processing.
Artificial Intelligence.
Online Erişim:Full-text access
İçindekiler:
  • 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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