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Ou, G.-W; Lun, D.P.-K; Ling, B.W.-K
Electronics letters, 04/2014, Letnik: 50, Številka: 8Journal Article
A new compressive sensing (CS) scheme using the structured random matrix and the discrete periodic Radon transform (DPRT) is proposed. The new scheme first pre-randomises the sensing image and the DPRT is applied to the randomised samples to generate the so-called DPRT projections. They are then randomly selected to obtain the final sensing measurements. As the DPRT is friendly to hardware/optics implementation, it improves the operability and lowers the cost for real-time CS applications. Compared with other similar transforms such as the Walsh–Hadamard transform, the proposed DPRT scheme gives much better reconstructed images as shown in the simulation results.
