Statistical models of shape : optimisation and evaluation /

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Statistical models of shape, learnt from a set of examples, are a widely-used tool in image interpretation and shape analysis. Integral to this learning process is the establishment of a dense groupwise correspondence across the set of training examples. This book gives a comprehensive and up-to-dat...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autor principal: Davies, Rhodri (Rhodri H.)
Otros Autores: Twining, Carole, Taylor, Chris J.
Formato: Electrónico eBook
Idioma:Inglés
Publicado: London : Springer, ©2008.
Temas:
Shape theory (Topology) > Statistical methods.
Mathematical optimization.
Théorie de la forme (Topologie) > Méthodes statistiques.
Optimisation mathématique.
MATHEMATICS > Topology.
Informatique.
Mathematical optimization
Shape theory (Topology) > Statistical methods
Acceso en línea:Texto completo
Tabla de Contenidos:
  • Introduction
  • Statistical models of shape and appearance
  • Establishing correspondence
  • Objective functions
  • Re-parameterisation of open and closed curves
  • Parameterisation and re-parameterisation of surfaces
  • Optimisation
  • Non-parametric regularization
  • Evaluation of statistical models
  • Appendix A: Thin-plate and clamped-plate splines
  • Appendix B: Differentiating the objective function.

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