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g-HDAF multiresolution deformable models. (English) Zbl 1027.68849

Perales, Francisco José (ed.) et al., Articulated motion and deformable objects. Second international workshop, AMDO 2002, Palma de Mallorca, Spain, November 21-23, 2002. Proceedings. Berlin: Springer. Lect. Notes Comput. Sci. 2492, 21-31 (2002).
Summary: 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.
For the entire collection see [Zbl 1012.68865].

MSC:

68U99 Computing methodologies and applications
68T45 Machine vision and scene understanding
68U10 Computing methodologies for image processing
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