3D shape analysis : fundamentals, theory, and applications
by
 
Laga, Hamid, author.

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

Author
Laga, Hamid, author.

ISBN
9781119405191
 
9781119405207

Physical Description
1 online resource (xviii, 345 pages) : illustrations (chiefly color)

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.

Abstract
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, and intrinsic vs. extrinsic properties of shape. Parts 2 and 3 present a range of mathematical and algorithmic tools (which are used for e.g., global descriptors, keypoint detectors, local feature descriptors, and algorithms) that are commonly used for the detection, registration, recognition, classification, and retrieval of 3D objects. Both also place strong emphasis on recent techniques motivated by the spread of commodity devices for 3D acquisition. Part 4 demonstrates the use of these techniques in a selection of 3D shape analysis applications. It covers 3D face recognition, object recognition in 3D scenes, and 3D shape retrieval. It also discusses examples of semantic applications and cross domain 3D retrieval, i.e. how to retrieve 3D models using various types of modalities, e.g. sketches and/or images. The book concludes with a summary of the main ideas and discussions of the future trends.

Local Note
John Wiley and Sons

Subject Term
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

Added Author
Guo, Yulan, National University of Defense Technology, China
 
Tabia, Hedi,
 
Fisher, R. B.,
 
Bennamoun, M. (Mohammed),

Electronic Access
https://onlinelibrary.wiley.com/doi/book/10.1002/9781119405207


LibraryMaterial TypeItem BarcodeShelf Number[[missing key: search.ChildField.HOLDING]]Status
Online LibraryE-Book594996-1001TA1560 .L34 2019Wiley E-Kitap Koleksiyonu