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