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» Enabling scalable spectral clustering for image segmentation
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45
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PR
2010
123views more  PR 2010»
14 years 8 months ago
Enabling scalable spectral clustering for image segmentation
Frederick Tung, Alexander Wong, David A. Clausi
90
Voted
MICCAI
2005
Springer
15 years 3 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, ...
80
Voted
CVPR
2006
IEEE
16 years 8 days 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
89
Voted
PR
2008
116views more  PR 2008»
14 years 10 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
108
Voted
ICCV
2005
IEEE
16 years 5 days 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