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Title Diffusion-driven wavelet design for shape analysis / Tingbo Hou, Hong Qin.
Imprint Boca Raton : CRC Press, [2015]


 Internet  Electronic Book    AVAILABLE
Description 1 online resource (xxiii, 207 pages) : illustrations
Bibliog. Includes bibliographical references.
Note "An A K Peters book"--Cover.
Available only to authorized UTEP users.
Online resource; title from PDF title page (ebrary, viewed November 7, 2014).
Subject Wavelets (Mathematics)
Contents Introduction -- Part I. Theories -- Wavelet Theory -- Heat Diffusion Theory -- Admissible Diffusion Wavelets -- Mexican Hat Wavelet -- Anisotropic Wavelet -- Wavelet Generation -- Part II. Applications -- Implementation -- Shape Representation -- Geometry Processing -- Feature Definition and Detection -- Shape Matching, Registration, and Retrieval.
Summary From Design Methods and Generation Schemes to State-of-the-Art ApplicationsWavelets are powerful tools for functional analysis and geometry processing, enabling researchers to determine the structure of data and analyze 3D shapes. Suitable for researchers in computer graphics, computer vision, visualization, medical imaging, and geometric modeling as well as graduate and senior undergraduate students in computer science, Diffusion-Driven Wavelet Design for Shape Analysis presents recent research results in wavelet designs on 3D shapes and their applications in shape analysis. It explains how to apply the design methods to various types of 3D data, such as polygonal meshes, point clouds, manifolds, and volumetric images.
Other Author Qin, Hong, 1968- author.
Other Title Print version: Hou, Tingbo. Diffusion-driven wavelet design for shape analysis 9781482220292