Graph Cut Methods for Semi-supervised and Unsupervised Data Classification

来源 :第八届工业与应用数学国际大会 | 被引量 : 0次 | 上传用户:xraid
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  We present variational methods for semi-supervised and unsupervised data classification involving graph cuts,which are equivalent to minimizing the graph total variation of an assignment function.We discuss performance and efficiency of various algorithms for such problems including max flow,augmented Lagrangian,and geometric methods such as the MBO scheme and Allen-Cahn flow.
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