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» Regular Mesh Construction Algorithms using Regular Handles
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KDD
2001
ACM
192views Data Mining» more  KDD 2001»
16 years 1 months ago
Data mining with sparse grids using simplicial basis functions
Recently we presented a new approach [18] to the classification problem arising in data mining. It is based on the regularization network approach but, in contrast to other method...
Jochen Garcke, Michael Griebel
ICIP
2009
IEEE
16 years 2 months ago
Discrete Curvature Calculation For Fast Level Set Segmentation
Fast level set methods replace continuous PDEs by a discrete formulation, improving the execution times. The regularization in fast level set methods was so far handled indirectly...
CDC
2009
IEEE
117views Control Systems» more  CDC 2009»
15 years 6 months ago
Risk sensitive robust support vector machines
— We propose a new family of classification algorithms in the spirit of support vector machines, that builds in non-conservative protection to noise and controls overfitting. O...
Huan Xu, Constantine Caramanis, Shie Mannor, Sungh...
IMR
2003
Springer
15 years 6 months ago
Isotropic Remeshing of Surfaces: A Local Parameterization Approach
We present a method for isotropic remeshing of arbitrary genus surfaces. The method is based on a mesh adaptation process, namely, a sequence of local modifications performed on ...
Vitaly Surazhsky, Pierre Alliez, Craig Gotsman
3DPVT
2004
IEEE
131views Visualization» more  3DPVT 2004»
15 years 5 months ago
Neural Mesh Ensembles
This paper proposes the use of neural network ensembles to boost the performance of a neural network based surface reconstruction algorithm. Ensemble is a very popular and powerfu...
Ioannis P. Ivrissimtzis, Yunjin Lee, Seungyong Lee...