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In this paper, a novel sparse representation-based object segmentation model is proposed. The model follows from a new energy function that combines the level-set-based sparse representation and the independent component-based shape representation within a unified framework. Before the optimization of the proposed energy, a set of training shapes is firstly projected into the shape space spanned by...
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