3D shape analysis : fundamentals, theory, and applications /

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The first part of 3D Shape Analysis: Fundamentals, Theory, and Applications provides a review of the background concepts such as methods for the acquisition and representation of 3D geometries, and the fundamentals of geometry and topology. It specifically covers stereo matching, structured light, a...

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Bibliographic Details
Call Number:Libro Electrónico
Main Authors: Laga, Hamid (Author), Guo, Yulan (Author), Tabia, Hedi (Author), Fisher, R. B. (Author), Bennamoun, M. (Mohammed) (Author)
Format: Electronic eBook
Language:Inglés
Published: Hoboken, NJ, USA : John Wiley & Sons, Inc., 2019.
Subjects:
Three-dimensional imaging.
Pattern recognition systems.
Shapes > Computer simulation.
Machine learning.
Imagerie tridimensionnelle.
Reconnaissance des formes (Informatique)
Formes > Simulation par ordinateur.
Apprentissage automatique.
three-dimensional.
COMPUTERS > General.
Machine learning
Pattern recognition systems
Three-dimensional imaging
Online Access:Texto completo (Requiere registro previo con correo institucional)
Table of Contents:
  • Part I: Foundations. Basic elements of 3D geometry and topology ; 3D acquisition and preprocessing
  • part II: 3D shape descriptors. Global shape descriptors ; Local shape descriptors
  • part III: 3D correspondence and registration. Rigid registration ; Nonrigid registration ; Semantic correspondences
  • part IV: Applications. Examples of 3D semantic applications ; 3D face recognition ; Object recognition in 3D scenes ; 3D shape retrieval ; Cross-domain retrieval
  • Conclusions and perspectives.

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