A Novel Measurement Matrix Optimization Approach for Hyperspectral Unmixing

Table 3

The objective evaluations of different matrixes of recovery Jasper Ridge.

Algorithm	11 bands (64 × 64)			81 bands (64 × 64)			151 bands (64 × 64)
	SNR	PSNR	MSE	SNR	PSNR	MSE	SNR	PSNR	MSE	CT
Circulate	−6.0698	57.3412	0.1199	11.6699	60.0402	0.0644	3.3299	60.3823	0.0595	1.5304
Toeplitz	24.7566	70.7289	0.0055	29.4215	67.7497	0.0109	15.7386	65.7714	0.0172	1.5519
TSCMM	15.3473	66.6425	0.0141	33.9793	69.7291	0.0069	20.0693	67.6521	0.0112	1.4869
EOM	4.4853	61.9252	0.0417	35.0894	70.2112	0.0062	21.6750	68.3495	0.0095	78.8838
Duarte-ETF	24.7566	70.7289	0.0055	33.3205	69.4430	0.0074	17.2452	66.4257	0.0148	66.5711
Proposed	21.0504	69.1193	0.0080	54.9719	78.8460		42.2277	77.2754	0.0012	34.5743