Content-Aware Compressive Sensing Recovery Using Laplacian Scale Mixture Priors and Side Information

Figure 12

Visual comparisons on Boat image at 20% sampling ratio with measurement noise with standard deviation 15. (a) The original image; (b) AMP (PSNR = 24.34 dB, SSIM = 0.6725); (c) Turbo-AMP (PSNR = 23.24 dB, SSIM = 0.6235); (d) WaTMRI (PSNR = 24.25 dB, SSIM = 0.6793); (e) NLR-CS (PSNR = 26.00 dB, SSIM = 0.7398); (f) BM3D-AMP (PSNR = 26.17 dB, SSIM = 0.7682); (g) NL-LSM-AMP (PSNR = 26.58 dB, SSIM = 0.7895); (h) SI-LSM-AMP (PSNR = 26.84 dB, SSIM = 0.8021).

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