Affine image registration using genetic algorithms and evolutionary strategies

This thesis investigates the application of evolutionary algorithms to align two or more 2-D images by means of image registration. The proposed search strategy is a transformation parameters-based approach involving the affine transform. A noisy objective function is proposed and tested using two w...

Full description

Bibliographic Details
Main Author: Bazargani, Mosab (author)
Format: masterThesis
Language:eng
Published: 2018
Subjects:
Evolutionary algorithm (EA)
Image registration (IR)
Affine transform
Point-pattern matching
Genetic algorithm (GA)
Evolutionary strategies (ES)
Simulated binary crossover (SBX)
Domínio/Área Científica::Engenharia e Tecnologia::Engenharia Eletrotécnica, Eletrónica e Informática
Online Access:http://hdl.handle.net/10400.1/10891
Country:Portugal
Oai:oai:sapientia.ualg.pt:10400.1/10891

Internet

http://hdl.handle.net/10400.1/10891

Similar Items