334 search results - page 17 / 67 » Spectral Clustering Algorithms for Ultrasound Image Segmenta... |
ICMCS
2005
IEEE
15 years 5 months ago
2005
IEEE
Results of any clustering algorithm are highly sensitive to features that limit their generalization and hence provide a strong motivation to integrate shape information into the ...
119
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ICIP
2003
IEEE
16 years 1 months ago
2003
IEEE
In this paper, we study unsupervised image segmentation using wavelet-domain hidden Markov models (HMMs). We first review recent supervised Bayesian image segmentation algorithms ...
113
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FSKD
2005
Springer
15 years 5 months ago
2005
Springer
Abstract. A fuzzy c-means algorithm incorporating the notion of dominant colors and spatial homogeneity is proposed for the color clustering problem. The proposed algorithm extract...
PAMI
2010
14 years 10 months ago
2010
—In partitioning, clustering, and grouping problems, a typical goal is to group together similar objects, or pixels in the case of image processing. At the same time, another goa...
ICPR
2008
IEEE
15 years 6 months ago
2008
IEEE
This paper proposes a new framework to image segmentation which combines edge- and region-based information with spectral techniques through the morphological algorithm of watersh...