Hyperspectral Compressed Sensing Reconstruction Applying Multi-TV Collaboration

Table 3

PQIs of different methods under five different sampling rates on IndianPines datasets.

Sampling rate	Quality indices	Methods
		ASSTV	SSTV	JTenRe3DTV	E-3DTV	HSSTV	MTV
0.003	MPSNR	36.4714	31.1014	33.8053	34.6942	35.9691	38.2718
	MSSIM	0.0448	0.1087	0.0429	0.0114	0.2263	0.2174
	MSAM	0.1273	0.1345	0.2122	0.1568	0.1194	0.0881
0.01	MPSNR	37.9217	33.5997	36.9821	33.7255	37.5859	40.6517
	MSSIM	0.1122	0.2369	0.1768	0.0818	0.3606	0.3896
	MSAM	0.1053	0.1057	0.151	0.1355	0.0903	0.0705
0.05	MPSNR	41.0193	42.4832	42.4537	40.1137	43.7213	46.0869
	MSSIM	0.3128	0.5639	0.4259	0.4131	0.5962	0.6389
	MSAM	0.0751	0.0585	0.1035	0.0682	0.0533	0.0517
0.1	MPSNR	42.7992	46.3974	44.3495	42.4941	47.2131	48.5868
	MSSIM	0.4419	0.6654	0.5369	0.5352	0.69	0.7236
	MSAM	0.0636	0.05	0.0815	0.0577	0.0468	0.0448
0.2	MPSNR	45.1124	50.1352	46.7483	45.1826	50.6819	51.1958
	MSSIM	0.5966	0.7542	0.661	0.659	0.7714	0.7915
	MSAM	0.0513	0.0409	0.0421	0.0475	0.0391	0.0369