TY  - BOOK
AU  - Laga,Hamid
AU  - Guo, Yulan
AU  - Tabia, Hedi
AU  - Fisher, Robert B.
AU  - Bennamoun, Mohammed
TI  - 3D shape analysis: fundamentals, theory, and applications
SN  - 9781119405108
U1  - 006.693 LA TH 
PY  - 2019///
CY  - Hoboken, NJ
PB  - John Wiley and Sons, Inc. : Wiley
KW  - Three-dimensional imaging
KW  - Pattern recognition systems
KW  - Shapes
KW  - Computer simulation
KW  - Machine learning
N1  - Includes bibliographical references and index
N2  - The first part of 3D Shape Analysis: Fundamentals, Theory, and Applications provide 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 the shape. Parts 2 and 3 present a range of mathematical and algorithmic tools (which are used, 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 a 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 images. The book concludes with a summary of the main ideas and discussions of future trends
UR  - https://uowd.box.com/s/vputfhdosh2virihawmxbswm3z4qgk21
ER  -