The effect of noise on spectral clustering f1-measures is illustrated.
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The proposed sub-graph affinity model performs as well as existing spectral clustering methods when PSNR is high. When the PSNR is low, the sub-graph affinity model outperforms f1-measures for the Ng-Jordan-Weiss, Shi Malik, and Scott Longuet-Higgins nodal affinity models.
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2015-12-02



