3D shape analysis : fundamentals, theory, and applications
By: Laga, Hamid
Title By: Guo, Yulan | Tabia, Hedi | Fisher, Robert B | Bennamoun, Mohammed
Material type: BookPublisher: Hoboken, NJ : John Wiley and Sons, Inc. : Wiley, c2019.Description: xviii, 345 p. : ill. ; 24 cm.ISBN: 9781119405108Other title: Three D shape analysis.Subject(s): Three-dimensional imaging | Pattern recognition systems | Shapes -- Computer simulation | Machine learningDDC classification: 006.693 LA TH Online resources: Location MapItem type | Home library | Call number | Status | Notes | Date due | Barcode | Item holds |
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REGULAR | University of Wollongong in Dubai Main Collection | 006.693 LA TH (Browse shelf) | Available | April2019 | T0062029 |
, Shelving location: Main Collection Close shelf browser
006.693 FI PH Photoshop elements 8 : | 006.693 FU MU Multi-view stereo : | 006.693 IN SI Inside 3D studio Max : | 006.693 LA TH 3D shape analysis : | 006.693 WO OP OpenGL programming guide : | 006.693 WO OP OpenGL programming guide : | 006.696 AB IN Inside Lightwave 3D v10 / |
Includes bibliographical references and index.
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