19 search results - page 1 / 4 » Graph kernels between point clouds |
ICML
2008
IEEE
14 years 5 months ago
2008
IEEE
Point clouds are sets of points in two or three dimensions. Most kernel methods for learning on sets of points have not yet dealt with the specific geometrical invariances and pra...
CG
2004
Springer
13 years 4 months ago
2004
Springer
We present a new definition of an implicit surface over a noisy point cloud, based on the weighted least squares approach. It can be evaluated very fast, but artifacts are signifi...
3DPVT
2006
IEEE
13 years 10 months ago
2006
IEEE
To support real-time computation with large, possibly evolving point clouds and range data, we fit a trimmed uniform tensor-product spline function from one direction. The graph ...
JAT
2010
13 years 3 months ago
2010
We consider H¨older smoothness classes of surfaces for which we construct piecewise polynomial approximation networks, which are graphs with polynomial pieces as nodes and edges ...
3DIM
2005
IEEE
13 years 10 months ago
2005
IEEE
Automatic range image registration without any knowledge of the viewpoint requires identification of common regions across different range images and then establishing point corr...