TY - GEN
T1 - g-HDAF multiresolution deformable models
AU - Kakadiaris, Ioannis A.
AU - Papadakis, Emmanuel
AU - Shen, Lixin
AU - Kouri, Donald
AU - Hoffman, David
PY - 2002
Y1 - 2002
N2 - 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.
AB - 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.
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M3 - Conference contribution
AN - SCOPUS:84974678245
SN - 9783540001492
VL - 2492
T3 - Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
SP - 21
EP - 31
BT - Articulated Motion and Deformable Objects - 2nd International Workshop, AMDO 2002, Proceedings
PB - Springer Verlag
T2 - 2nd International Workshop on Articulated Motion and Deformable Objects, AMDO 2002
Y2 - 21 November 2002 through 23 November 2002
ER -