4 search results - page 1 / 1 » Joint Probabilistic Curve Clustering and Alignment |
NIPS
2004
13 years 6 months ago
2004
Clustering and prediction of sets of curves is an important problem in many areas of science and engineering. It is often the case that curves tend to be misaligned from each othe...
UAI
2003
13 years 6 months ago
2003
In this paper we present a family of models and learning algorithms that can simultaneously align and cluster sets of multidimensional curves measured on a discrete time grid. Our...
ICASSP
2009
IEEE
13 years 11 months ago
2009
IEEE
Congealing is a flexible nonparametric data-driven framework for the joint alignment of data. It has been successfully applied to the joint alignment of binary images of digits, ...
IPMI
2007
Springer
14 years 5 months ago
2007
Springer
A novel framework for joint clustering and point-by-point mapping of white matter fiber pathways is presented. Accurate clustering of the trajectories into fiber bundles requires p...