m-HDAF multiresolution deformable models
2002 14th International Conference on Digital Signal Processing Proceedings. DSP 2002 (Cat. No.02TH8628) - Tập 2 - Trang 505-508 vol.2
Tóm tắt
In this paper, we construct a new class of deformable models using new orthogonal wavelets, named modified Hermite distributed approximating functional (m-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 2D and 3D data. We have performed a number of experiments with both synthetic and real data with very encouraging results.
Từ khóa
#Deformable models #Shape #Filters #Chemistry #Fitting #Computer science #Mathematics #Physics #Laboratories #Solid modelingTài liệu tham khảo
10.1109/TPAMI.2002.1039203
10.1109/34.216727
quevedo, 1999, A new class of approximating wavelets, Proceedings of the 21st Annual International Conference of the Engineering in Medicine and Biology Society
10.1109/34.85659
unser, 2000, Fractional splines and wavelets, SIAM Review, 42, 43, 10.1137/S0036144598349435
10.1145/176579.176583
wei, 2002, On the mathematical properties of distributed approximating functionals, Journal of Mathematical Chemistry
10.1021/j100121a021
10.1137/1.9781611970104
10.1016/S0009-2614(98)00130-4
hoffman, 1991, On an analytic banded approximation for the discretized free propagator, Journal of Physical Chemistry, 95, 10.1021/j100174a052
mallat, 1989, Multiresolution approximations and wavelet orthonormal bases of L2(R), Trans Amer Math Soc, 315, 69
10.1109/ICDSP.2002.1028138
10.1145/964965.808573
10.1109/MCG.1981.1673799
10.1109/34.192463