Hyperspectral Compressed Sensing Reconstruction Applying Multi-TV Collaboration

Table 5

MPSNR (dB) of the proposed algorithm under different sampling rates for noisy images with different standard deviations.

Dataset	Sampling rate	Standard deviation
		0.1	0.05	0.02	0.01
Cuprite	Original	19.9997	26.0203	33.9791	39.9997
	0.05	23.8748	29.1730	35.2107	38.5228
	0.1	22.9379	28.4945	35.3622	39.6923
	0.2	21.8642	27.5761	34.9978	40.1114
Samson	Original	20.0029	26.0235	33.9823	40.0029
	0.05	23.7008	29.0863	35.6467	39.7785
	0.1	22.8286	28.44	35.6045	40.5113
	0.2	21.7725	27.5215	35.0972	40.6009
IndianPines	Original	20.002	26.0226	33.9814	40.002
	0.05	23.7868	28.9916	35.059	38.7869
	0.1	22.8505	28.2691	34.8261	38.9941
	0.2	21.8021	27.3883	34.4068	39.0563
SalinasA	Original	20.0033	26.0239	33.9827	40.0033
	0.05	24.0234	29.6238	36.9424	42.0336
	0.1	23.0643	28.7616	36.3734	41.8721
	0.2	21.9443	27.7108	35.5086	41.2735