g-HDAF multiresolution deformable models

Ioannis A. Kakadiaris, Emmanuel Papadakis, Lixin Shen, Donald Kouri, David Hoffman

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Abstract

In this paper, we construct a new class of deformable models using a new family of biorthogonal wavelets, named generalized Hermite Distributed Approximating Functional (g-HDAF) Wavelets. The scaling functions of this new family are symmetric and the corresponding wavelets optimize their smoothness for a given number of vanishing moments. In addition, we embed these multiresolution deformable models to the physics-based deformable model framework and use them for fitting 3D range data. We have performed a number of experiments with both synthetic and real data with very encouraging results.

Original languageEnglish (US)
Title of host publicationArticulated Motion and Deformable Objects - 2nd International Workshop, AMDO 2002, Proceedings
EditorsFrancisco Jose Perales, Edwin R. Hancock
PublisherSpringer Verlag
Pages21-31
Number of pages11
ISBN (Print)9783540001492
DOIs
StatePublished - 2002
Externally publishedYes
Event2nd International Workshop on Articulated Motion and Deformable Objects, AMDO 2002 - Palma de Mallorca, Spain
Duration: Nov 21 2002Nov 23 2002

Publication series

NameLecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Volume2492
ISSN (Print)0302-9743
ISSN (Electronic)1611-3349

Other

Other2nd International Workshop on Articulated Motion and Deformable Objects, AMDO 2002
Country/TerritorySpain
CityPalma de Mallorca
Period11/21/0211/23/02

ASJC Scopus subject areas

  • Theoretical Computer Science
  • Computer Science(all)

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