Review Article
Application of Compressive Sensing to Ultrasound Images: A Review
Table 6
Results PSNR (dB) with various sampling noise and sampling ratios.
| Noises | (α = 1.0, γ = 10–3) | (α = 1.5, γ = 10–1) | Sampling rate | 20% | 30% | 40% | 50% | 20% | 30% | 40% | 50% |
| LqLa-ADMM | | | | | | | | | ADMM-net | 31.95 | 34.20 | 34.63 | 35.68 | 30.58 | 33.02 | 29.59 | 29.58 | Initial-Co-robust-ADMM | 27.29 | 29.88 | 30.05 | 30.60 | 27.26 | 29.01 | 30.06 | 30.80 | Co-robust-ADMM-net | 32.47 | 34.70 | 35.58 | 37.10 | 32.35 | 34.77 | 33.26 | 33.01 |
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