EURASIP Journal on Advances in Signal Processing

Table 2 Comparison of the quantitative indices obtained by different methods on HSIs at different sampling rates

From: Semi-tensor product-based one-bit compressed sensing

Recovery method	HYDICE urbanpart						AVIRIS Moffett field
	SR = 10			SR = 20			SR = 10			SR = 20
	PSNR	SSIM	TIME	PSNR	SSIM	TIME	PSNR	SSIM	TIME	PSNR	SSIM	TIME
Gaussian	27.39	0.798	1264.38	28.88	0.850	2667.12	34.58	0.821	1000.40	35.88	0.866	1904.12
Sym-Bern	27.41	0.794	3012.19	28.89	0.849	6022.14	32.10	0.706	1957.48	32.90	0.747	3843.99
Circ-Gauss	27.48	0.799	1535.26	28.92	0.851	2907.79	34.35	0.820	1393.31	35.89	0.862	2882.96
HT	27.35	0.773	1268.63	28.22	0.815	2458.66	34.41	0.781	999.37	35.37	0.823	1954.25
Inverse-WT	26.62	0.731	1404.11	27.63	0.790	2868.52	31.89	0.748	994.56	32.52	0.823	1995.26
\(\ell _{1}\)-SE-WT	29.75	0.859	1426.32	31.44	0.898	2536.04	36.68	0.914	1020.42	38.32	0.940	2090.91
Ours	29.87	0.860	219.90	31.02	0.892	447.74	36.37	0.911	188.93	37.96	0.936	409.24

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