2,780 research outputs found
A Genetic Diversity Analysis of Wild \u3ci\u3eCaragana korshinskii\u3c/i\u3e Based on Allozyme and AFLP
Analysis of Physiological Characters and Deterioration Mechanism of Seed in \u3ci\u3eCeratoides L.\u3c/i\u3e
Revising regularisation with linear approximation term for compressive sensing improvement
In this Letter, the authors propose a novel revised regularisation to improve the performance of compressive sensing (CS) reconstruction. They suppose that a specific regularisation term is insufficient to accommodate the prior information of CS while it can be improved by further imposing a linear approximation term. They also prove that the revised regularisation is substantially equivalent to the CS preprocessing methods. They conduct extensive experiments on various CS algorithms, which show the effectiveness of their revised regularisation
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