3D shape analysis fundamentals, theory, and applications (pdf)

$45.00

Author Guo, Yulan; Laga, Hamid; Tabia, Hedi
Edition 1
Edition Year 2018
Format PDF
ISBN 9781119405108
Language English
Number Of Pages 368
Publisher Wiley

Description

3D shape analysis fundamentals, theory, and applications (pdf)

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.

More about this book

The book concludes with a summary of the main ideas and discussions of the future trends.3D Shape Analysis: Fundamentals, Theory, and Applications is an excellent reference for graduate students, researchers, and professionals in different fields of mathematics, computer science, and engineering. It is also ideal for courses in computer vision and computer graphics, as well as for those seeking 3D industrial/commercial solutions.

This book discusses the different topics that come under the title of “3D shape analysis”. It covers the theoretical foundations and the major solutions that have been presented in the literature. It also establishes links between solutions proposed by different communities that studied 3D shape, such as mathematics and statistics, medical imaging, computer vision, and computer graphics.


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Additional information

Author

Guo, Yulan; Laga, Hamid; Tabia, Hedi

Edition

1

Edition Year

2018

Format

PDF

ISBN

9781119405108

Language

English

Number Of Pages

368

Publisher

Wiley

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