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This paper proposed a novel video shot clustering algorithm using spectral method by joint modeling of inter and intra shot. Gauss mixture model (GMM) is used for probabilistic space-time modeling of intra-shot pixels. The spectral clustering method is applied on the GMM parameters. The problem of automatic model selection is currently an open issue for spectral method. Here we propose a novel automatic...
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