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JISE
2010
52views more  JISE 2010»
13 years 2 months ago
A Novel Spectral Clustering Method Based on Pairwise Distance Matrix
Chi-Fang Chin, Arthur Chun-Chieh Shih, Kuo-Chin Fa...
CRV
2007
IEEE
159views Robotics» more  CRV 2007»
14 years 1 months ago
Automatic Detection and Clustering of Actor Faces based on Spectral Clustering Techniques
We describe a video indexing system that aims at indexing large video files in relation to the presence of similar faces. The detection of near-frontal view faces is done with a c...
Samuel Foucher, Langis Gagnon
CORR
2007
Springer
129views Education» more  CORR 2007»
13 years 7 months ago
A Tutorial on Spectral Clustering
In recent years, spectral clustering has become one of the most popular modern clustering algorithms. It is simple to implement, can be solved efficiently by standard linear algeb...
Ulrike von Luxburg
PR
2008
116views more  PR 2008»
13 years 7 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