Spectral Curvature Clustering (SCC)

Spectral Curvature Clustering (SCC) is a multi-way spectral clustering algorithm for solving the problem of hybrid linear modeling, that is, to model and segment data using an arrangement of affine subspaces. For the justification of the algorithm and its underlying theory, please refer to the FoCM paper below; for the practical techniques and numerical results, please see the IJCV paper below.

Publications


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Matlab Codes


C++ implementation


Supplemental Data


Extensions to Multi-Manifold Data Modeling


Contact Info


Acknowledgement


Last updated on 11/11/2011. Maintained by Guangliang Chen.