Application of Compressive Sensing to Ultrasound Images: A Review

Table 5

CS-based deep learning novel methods.

Test case	Method	PSNR(dB)
	Compression ratio	0.1	0.2	0.3	0.4	0.5
Carotid long [57]	SDA-L	16.03	16.49	19.60	26.10	30.43
	SDA-NL	19.20	22.73	28.33	34.11	35.57
	CS	16.27	17.74	22.98	31.73	39.24
In vitro-type 1 [57]	SDA-L	17.85	19.69	22.03	25.41	27.73
	SDA-NL	18.21	22.38	28.15	31.83	33.25
	CS	17.73	19.25	22.42	27.51	33.12