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15th International Conference on Pattern Recognition (ICPR'00) - Volume 3
3-D Shapes Modeling which has Hierarchical Structure Based on B-Spline Surfaces with Non-Uniform Knots
Barcelona, Spain
September 03-September 08
ISBN: 0-7695-0750-6
In this paper, a method for 3-D shapes modeling which has hierarchical structure is proposed. For representing 3-D surface shapes, fourth order non-uniform rational B-spline (NURBS) functions with controllable knots are employed as the surface model. Consequently, a multiresolution representation technique based on multiresolution wavelet transform can be implemented with the corresponding B-wavelets. The surface models at each resolution level are obtained by performing a decomposition algorithm, after the surface model at the highest level is estimated. In order to estimate the surface model as accurately as possible, an iterative algorithm solves a regularization problem. Through several experiments using real data of range images, the effectiveness of the proposed method has been confirmed.
Citation:
Makoto Maeda, Kousuke Kumamaru, Hongbin Zha, Katsuhiro Inoue, "3-D Shapes Modeling which has Hierarchical Structure Based on B-Spline Surfaces with Non-Uniform Knots," icpr, vol. 3, pp.3119, 15th International Conference on Pattern Recognition (ICPR'00) - Volume 3, 2000
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