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In sparse representation, a novel algorithm based on local competitions is proposed to improve the performance of FOCUSS. As lp optimized function employed in FOCUSS is a non-convex function, FOCUSS has many local minimum, i.e. FOCUSS often can't get the sparsest solution. To find the sparest representation, a new sparse representation algorithm is proposed, which combines FOCUSS and local competitions...
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