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One of the challenges in medical imaging is to increase the resolution of 3D MRI (Magnetic Resonance Imaging) signals. This is the problem of 3D signal reconstruction under the condition of very low sampling rate. Based on compressive sensing theory, the Direct Volume Reconstruction (DVR) method is proposed to reconstruct the 3D signal volume-by-volume based on a learned dictionary. DVR is a general...
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