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Statistical Models of Shape
ISBN-13:
9781848001381
Veröffentl:
2008
Seiten:
302
Autor:
Rhodri Davies
eBook Typ:
PDF
eBook Format:
EPUB
Kopierschutz:
1 - PDF Watermark
Sprache:
Englisch
Beschreibung:
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.
"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-Plate Splines.- Appendix B Differentiating the Objective Function.- Glossary.- References.- Index."
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.
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