28 search results - page 1 / 6 » Discriminant Analysis with Label Constrained Graph Partition |
ISNN
2007
Springer
13 years 10 months ago
2007
Springer
In this paper, a space partition method called “Label Constrained Graph Partition” (LCGP) is presented to solve the Sample-InterweavingPhenomenon in the original space. We firs...
ICPR
2008
IEEE
14 years 5 months ago
2008
IEEE
Many existing spectral clustering algorithms share a conventional graph partitioning criterion: normalized cuts (NC). However, one problem with NC is that it poorly captures the g...
MICCAI
2008
Springer
14 years 5 months ago
2008
Springer
In this paper we present a fully automated approach to the segmentation of pediatric brain tumors in multi-spectral 3-D magnetic resonance images. It is a top-down segmentation app...
PR
2000
2000
A region-level motion-based graph representation and labeling for tracking a spatial image partition
13 years 4 months ago
This paper addresses two image sequence analysis issues under a common framework. These tasks are, "rst, motion-based segmentation and second, updating and tracking over time...
ICCV
2007
IEEE
14 years 6 months ago
2007
IEEE
In many vision problems, instead of having fully labeled training data, it is easier to obtain the input in small groups, where the data in each group is constrained to be from th...