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» Alignment using Spectral Clusters

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ICIP
2007
IEEE

184views Image Processing» more ICIP 2007»

Corner Detection of Contour Images using Spectral Clustering

14 years 4 months ago

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Corner detection plays an important role in object recognition and motion analysis. In this paper, we propose a hierarchical corner detection framework based on spectral clusterin...

Xi Li, Weiming Hu, Zhongfei Zhang

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ICML
2010
IEEE

243views Machine Learning» more ICML 2010»

Finding Planted Partitions in Nearly Linear Time using Arrested Spectral Clustering

13 years 11 months ago

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We describe an algorithm for clustering using a similarity graph. The algorithm (a) runs in O(n log3 n + m log n) time on graphs with n vertices and m edges, and (b) with high pro...

Nader H. Bshouty, Philip M. Long

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IJCNN
2008
IEEE

110views Neural Networks» more IJCNN 2008»

Sparse kernel models for spectral clustering using the incomplete Cholesky decomposition

14 years 4 months ago

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Carlos Alzate, Johan A. K. Suykens

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