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
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