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Iterative Methods for Obtaining Energy-Minimizing Parametric Snakes with Applications to Medical Imaging

After a brief survey on the parametric deformable models, we develop an iterative method based on the finite difference schemes in order to obtain energy-minimizing snakes. We estimate the approximation error, the residue, and the truncature error related to the corresponding algorithm, then we disc...

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Detalles Bibliográficos
Autores principales: Mitrea, Alexandru Ioan, Badea, Radu, Mitrea, Delia, Nedevschi, Sergiu, Mitrea, Paulina, Ivan, Dumitru Mircea, Gurzău, Octavian Mircia
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi Publishing Corporation 2012
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3303766/
https://www.ncbi.nlm.nih.gov/pubmed/22474542
http://dx.doi.org/10.1155/2012/918510
Descripción
Sumario:After a brief survey on the parametric deformable models, we develop an iterative method based on the finite difference schemes in order to obtain energy-minimizing snakes. We estimate the approximation error, the residue, and the truncature error related to the corresponding algorithm, then we discuss its convergence, consistency, and stability. Some aspects regarding the prosthetic sugical methods that implement the above numerical methods are also pointed out.