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» Enabling scalable spectral clustering for image segmentation
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62
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PR
2010
123views more  PR 2010»
15 years 7 days ago
Enabling scalable spectral clustering for image segmentation
Frederick Tung, Alexander Wong, David A. Clausi
MICCAI
2005
Springer
15 years 7 months ago
Spectral Clustering Algorithms for Ultrasound Image Segmentation
Abstract. Image segmentation algorithms derived from spectral clustering analysis rely on the eigenvectors of the Laplacian of a weighted graph obtained from the image. The NCut cr...
Neculai Archip, Robert Rohling, Peter Cooperberg, ...
106
Voted
CVPR
2006
IEEE
16 years 3 months ago
Graph Partitioning by Spectral Rounding: Applications in Image Segmentation and Clustering
ct We introduce a new family of spectral partitioning methods. Edge separators of a graph are produced by iteratively reweighting the edges until the graph disconnects into the pre...
David Tolliver, Gary L. Miller
127
Voted
PR
2008
116views more  PR 2008»
15 years 1 months ago
Robust path-based spectral clustering
Spectral clustering and path-based clustering are two recently developed clustering approaches that have delivered impressive results in a number of challenging clustering tasks. ...
Hong Chang, Dit-Yan Yeung
ICCV
2005
IEEE
16 years 3 months ago
Robust Path-Based Spectral Clustering with Application to Image Segmentation
Spectral clustering and path-based clustering are two recently developed clustering approaches that have delivered impressive results in a number of challenging clustering tasks. ...
Hong Chang, Dit-Yan Yeung