Hyperspectral Compressed Sensing Reconstruction Applying Multi-TV Collaboration

Table 4

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

Sampling rate	Quality indices	Methods
		ASSTV	SSTV	JTenRe3DTV	E-3DTV	HSSTV	MTV
0.003	MPSNR	34.6021	31.4283	31.9731	32.5922	37.116	40.5887
	MSSIM	0.0663	0.0643	0.0509	0.002	0.2085	0.2434
	MSAM	0.132	0.1398	0.2045	0.1668	0.1197	0.063
0.01	MPSNR	37.9646	34.7257	37.3955	32.5459	39.4988	44.2455
	MSSIM	0.1459	0.1589	0.2157	0.0073	0.3373	0.4433
	MSAM	0.0945	0.1019	0.1316	0.1679	0.0831	0.0371
0.05	MPSNR	44.2566	47.8397	45.0816	35.7765	40.9862	52.3533
	MSSIM	0.3527	0.6281	0.4349	0.5504	0.7052	0.7624
	MSAM	0.0439	0.0249	0.078	0.1008	0.1658	0.0164
0.1	MPSNR	47.3803	53.5611	48.1507	44.6436	53.927	56.9016
	MSSIM	0.4917	0.7881	0.5491	0.5028	0.7954	0.8694
	MSAM	0.0313	0.0129	0.0556	0.0321	0.0122	0.0108
0.2	MPSNR	50.5076	59.8063	51.1355	48.1101	60.1953	60.8747
	MSSIM	0.6528	0.8979	0.6726	0.6195	0.9055	0.919
	MSAM	0.0221	0.0081	0.0153	0.0219	0.0078	0.0075