163 search results - page 1 / 33 » Clustering Based on Principal Curve |
SCIA
2005
Springer
13 years 10 months ago
2005
Springer
Clustering algorithms are intensively used in the image analysis field in compression, segmentation, recognition and other tasks. In this work we present a new approach in clusteri...
ICCV
2011
IEEE
12 years 4 months ago
2011
IEEE
We propose a novel localized principal component analysis (PCA) based curve evolution approach which evolves the segmenting curve semi-locally within various target regions (divis...
ICASSP
2011
IEEE
12 years 8 months ago
2011
IEEE
We start with a locally defined principal curve definition for a given probability density function (pdf) and define a pairwise manifold score based on local derivatives of the...
NIPS
1998
13 years 5 months ago
1998
Principal curves have been defined as "self consistent" smooth curves which pass through the "middle" of a d-dimensional probability distribution or data cloud...
PAMI
2000
13 years 4 months ago
2000