g-HDAF multiresolution deformable models

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

g-HDAF multiresolution deformable models

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

Research output: Chapter in Book/Report/Conference proceeding › Conference 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 language	English (US)
Title of host publication	Articulated Motion and Deformable Objects - 2nd International Workshop, AMDO 2002, Proceedings
Publisher	Springer Verlag
Pages	21-31
Number of pages	11
Volume	2492
ISBN (Print)	9783540001492
State	Published - 2002
Externally published	Yes
Event	2nd International Workshop on Articulated Motion and Deformable Objects, AMDO 2002 - Palma de Mallorca, Spain Duration: Nov 21 2002 → Nov 23 2002

Publication series

Name	Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Volume	2492
ISSN (Print)	03029743
ISSN (Electronic)	16113349

Other

Other	2nd International Workshop on Articulated Motion and Deformable Objects, AMDO 2002
Country	Spain
City	Palma de Mallorca
Period	11/21/02 → 11/23/02

ASJC Scopus subject areas

Computer Science(all)
Theoretical Computer Science

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Cite this

Kakadiaris, I. A., Papadakis, E., Shen, L., Kouri, D., & Hoffman, D. (2002). g-HDAF multiresolution deformable models. In Articulated Motion and Deformable Objects - 2nd International Workshop, AMDO 2002, Proceedings (Vol. 2492, pp. 21-31). (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 2492). Springer Verlag.

g-HDAF multiresolution deformable models. / Kakadiaris, Ioannis A.; Papadakis, Emmanuel; Shen, Lixin; Kouri, Donald; Hoffman, David.

Articulated Motion and Deformable Objects - 2nd International Workshop, AMDO 2002, Proceedings. Vol. 2492 Springer Verlag, 2002. p. 21-31 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 2492).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Kakadiaris, IA, Papadakis, E, Shen, L, Kouri, D & Hoffman, D 2002, g-HDAF multiresolution deformable models. in Articulated Motion and Deformable Objects - 2nd International Workshop, AMDO 2002, Proceedings. vol. 2492, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. 2492, Springer Verlag, pp. 21-31, 2nd International Workshop on Articulated Motion and Deformable Objects, AMDO 2002, Palma de Mallorca, Spain, 11/21/02.

Kakadiaris IA, Papadakis E, Shen L, Kouri D, Hoffman D. g-HDAF multiresolution deformable models. In Articulated Motion and Deformable Objects - 2nd International Workshop, AMDO 2002, Proceedings. Vol. 2492. Springer Verlag. 2002. p. 21-31. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)).

Kakadiaris, Ioannis A. ; Papadakis, Emmanuel ; Shen, Lixin ; Kouri, Donald ; Hoffman, David. / g-HDAF multiresolution deformable models. Articulated Motion and Deformable Objects - 2nd International Workshop, AMDO 2002, Proceedings. Vol. 2492 Springer Verlag, 2002. pp. 21-31 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)).

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