M-HDAF multiresolution deformable models

L. A. Kakadiaris, M. Papadakis, L. Shen, D. Knurri, D. Hoffman

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

4 Scopus citations

Abstract

In this paper, we construct a new class of deformable models using new orthogonal wavelets, named Modified Hermite Distributed Approximating Functional (m-HDAF) Wavelets. The scaling functions of this new family are symmetric and the corresponding wavelets optimi ze 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 2D and 3D data. We have performed a number of experiments with both synthetic and real data with very encouraging results.

Original languageEnglish (US)
Title of host publication2002 14th International Conference on Digital Signal Processing Proceedings, DSP 2002
EditorsA.N. Skodras, A.G. Constantinides
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages505-508
Number of pages4
ISBN (Electronic)0780375033
DOIs
StatePublished - Jan 1 2002
Externally publishedYes
Event14th International Conference on Digital Signal Processing, DSP 2002 - Santorini, Hellas, Greece
Duration: Jul 1 2002Jul 3 2002

Publication series

NameInternational Conference on Digital Signal Processing, DSP
Volume2

Other

Other14th International Conference on Digital Signal Processing, DSP 2002
CountryGreece
CitySantorini, Hellas
Period7/1/027/3/02

ASJC Scopus subject areas

  • Signal Processing

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