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In this paper, a new refined sparse subspace clustering (RSSC) method is proposed for robust motion segmentation. Given a set of trajectories of tracked feature points from multiple moving object, RSSC aims at seeking a sparse representation (SR) for each trajectory with respect to a recovered low-rank dictionary. The segmentation of motion is obtained by applying spectral clustering to the affinity...
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