3395 search results - page 48 / 679 » A Statistical Clustering Model and Algorithm |
105
Voted
IJHPCN
2008
15 years 2 months ago
2008
: We propose a set of statistical metrics for making a comprehensive, fair, and insightful evaluation of features, clustering algorithms, and distance measures in representative sa...
127
Voted
ISBI
2007
IEEE
15 years 8 months ago
2007
IEEE
We present a novel local region approach for statistically characterizing appearance in the context of medical image segmentation via deformable models. Our appearance model refl...
95
Voted
ALT
2009
Springer
15 years 11 months ago
2009
Springer
Motivated by the principle of agnostic learning, we present an extension of the model introduced by Balcan, Blum, and Gupta [3] on computing low-error clusterings. The extended mod...
107
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MICCAI
2003
Springer
16 years 3 months ago
2003
Springer
A generalized image model (GIM) is presented. Images are represented as sets of four-dimensional (4D) sites combining position and intensity information, as well as their associat...
128
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DAGM
2010
Springer
15 years 3 months ago
2010
Springer
Abstract. We present a novel statistical-model-based segmentation algorithm that addresses a recurrent problem in appearance model fitting and model-based segmentation: the "s...