Hyperspectral Compressed Sensing Reconstruction Applying Multi-TV Collaboration

Table 2

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

Sampling rate	Quality indices	Methods
		ASSTV	SSTV	JTenRe3DTV	E-3DTV	HSSTV	MTV
0.003	MPSNR	24.4036	21.9892	28.1722	21.5618	24.7519	31.1084
	MSSIM	0.0681	0.0796	0.1581	0.004	0.1976	0.3305
	MSAM	0.3089	0.3374	0.1931	0.3354	0.335	0.2633
0.01	MPSNR	27.4765	24.1515	32.3725	21.542	30.1827	36.9025
	MSSIM	0.1694	0.1801	0.3415	0.0106	0.4092	0.6101
	MSAM	0.281	0.3345	0.1193	0.3432	0.3313	0.1068
0.05	MPSNR	34.3302	38.4599	39.277	35.7765	40.9862	46.1154
	MSSIM	0.4579	0.6319	0.6471	0.5504	0.7052	0.835
	MSAM	0.1564	0.2326	0.0587	0.1008	0.1658	0.0394
0.1	MPSNR	37.7244	50.5965	42.3759	39.7955	50.4459	51.4501
	MSSIM	0.6043	0.8416	0.7399	0.6601	0.8427	0.8909
	MSAM	0.0955	0.0343	0.0416	0.0626	0.0338	0.0252
0.2	MPSNR	41.554	57.5884	45.5781	43.0431	57.812	56.9941
	MSSIM	0.7353	0.9246	0.7995	0.74	0.9283	0.9298
	MSAM	0.0628	0.0169	0.0332	0.0541	0.0165	0.0168