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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
Main Authors: Laga, Hamid (Author), Guo, Yulan (Author), Tabia, Hedi (Author), Fisher, R. B. (Author), Bennamoun, M. (Mohammed) (Author)
Format: eBook
Language:English
Published: Hoboken, NJ, USA : John Wiley & Sons, Inc., 2019.
Subjects:
Three-dimensional imaging.
Pattern recognition systems.
Shapes > Computer simulation.
Machine learning.
Online Access:Connect to the full text of this electronic book
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.