Hyperspectral Compressed Sensing Reconstruction Applying Multi-TV Collaboration

Table 1

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

Sampling rate	Quality indices	Methods
		ASSTV	SSTV	JTenRe3DTV	E-3DTV	HSSTV	MTV
0.003	MPSNR	26.4377	24.8384	25.1445	24.6146	25.6364	30.4353
	MSSIM	0.0518	0.1539	0.058	0.0086	0.1984	0.2621
	MSAM	0.0503	0.062	0.103	0.0559	0.062	0.0484
0.01	MPSNR	29.0307	26.5176	27.4923	26.0595	28.21	33.1652
	MSSIM	0.1343	0.2752	0.1201	0.0704	0.3705	0.5113
	MSAM	0.0411	0.0626	0.0658	0.0518	0.0576	0.0316
0.05	MPSNR	33.1442	35.4102	31.5467	34.5068	40.0152	41.2929
	MSSIM	0.3784	0.6864	0.3562	0.5246	0.836	0.846
	MSAM	0.0305	0.0359	0.0424	0.0297	0.0231	0.0179
0.1	MPSNR	35.1502	44.6573	33.9185	37.369	43.0376	45.9152
	MSSIM	0.5292	0.9164	0.5159	0.6956	0.8983	0.9238
	MSAM	0.0271	0.0149	0.0334	0.0244	0.017	0.0127
0.2	MPSNR	37.7147	48.949	36.9825	40.9651	48.9186	50.0052
	MSSIM	0.693	0.9515	0.6964	0.8322	0.952	0.9546
	MSAM	0.0231	0.0112	0.0254	0.0186	0.0111	0.0104