Capa do livro de Studies on genetic algorithms in image processing
Título do livro:

Studies on genetic algorithms in image processing

Genetic Algorithms in Image Processing

LAP LAMBERT Academic Publishing (2012-01-23 )

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ISBN- 1 3:

978-3-8473-4545-9

ISBN- 1 0:
3847345451
EAN:
9783847345459
Idioma do livro:
Inglês
Anotações e citações/ texto breve:
Computer Vision is a branch of Computer Science and Engineering that aims to develop methods for electronically perceiving and understanding images. The objective of this work is to use this technique to develop algorithms for rigid body image registration and to prove that it is a versatile algorithm for evolutionary image registration.Genetic Algorithm is used to find procedures to convert a binary image into another containing just a particular characteristic of interest. The study in this thesis is both theoretical and applied in nature.On the theoretical side, a method for image registration is proposed and the gradient analysis of fitness functions is analysed. In addition, a method is developed to study the mathematical morphology of binary images. On the application side, Genetic Algorithm is applied to generate genetically optimized parameters to consistently yield image results comparable to those of their ideal counterparts.
Editora:
LAP LAMBERT Academic Publishing
Website:
https://www.lap-publishing.com/
Por (autor):
A.P. Shanthini ., A. Antonysamy S.J., T. Francis .
Número de páginas:
180
Publicado em:
2012-01-23
Stock:
Disponível
Categoria:
Informática
Preço:
68.00 €
Palavras chave:
binary images, genetic algorithm, Computer Science

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