Studies on genetic algorithms in image processing: Genetic Algorithms in Image Processing - Couverture souple

., A.P. Shanthini; S.J., A. Antonysamy; ., T. Francis

 
9783847345459: Studies on genetic algorithms in image processing: Genetic Algorithms in Image Processing
Couverture souple
ISBN 10 : 3847345451 ISBN 13 : 9783847345459
Editeur : LAP LAMBERT Academic Publishing, 2012

Synopsis

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.

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Présentation de l'éditeur

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.

Biographie de l'auteur

Dr. A. P. Shanthini, Systems Manager, Manonmaniam Sundaranar University, Tirunelveli, India has been serving for more than 20 years at the University. As systems manager, she has monitored the development work and made possible the e-Governance implementations at her university. She is also involved in campus networking at her university.

Les informations fournies dans la section « A propos du livre » peuvent faire référence à une autre édition de ce titre.

Éditeur
LAP LAMBERT Academic Publishing
Date d'édition
2012
Langue
anglais
ISBN 10 
3847345451
ISBN 13 
9783847345459
Reliure
Broché
Nombre de pages
180
Coordonnées du fabricant
non disponible
Personne responsable
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