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...

Full description

Saved in:
Bibliographic Details
Main Author Oliva, Diego
Other Authors Cuevas, Erik
Format Electronic eBook
LanguageEnglish
Published Cham, Switzerland : Springer, 2017.
SeriesIntelligent systems reference library ; v. 117.
Subjects
Image processing > Digital techniques > Data processing.
Image processing > Digital techniques > Mathematics.
elektronické knihy
electronic books
Online AccessFull text
ISBN9783319485508
9783319485492
ISSN1868-4394 ;
Physical Description1 online resource

Cover

Table of Contents:
  • 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.

Similar Items