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.