Spectral Unmixing on BioSR ER/CCP, 5 bands S.3 (test)
54.29PSNRλSplit
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| λSplitSpectral Overlap (Δλ)=502026.03 | 54.29 | 99.9 | 2.7 | 99.9 | 99.9 | 1,711.83 | |
| RLUSpectral Overlap (Δλ)=502026.03 | 53.95 | 100 | 1.1 | 99.1 | 99.9 | 155.26 | |
| NNLUSpectral Overlap (Δλ)=502026.03 | 53.38 | 100 | 1.3 | 98.8 | 99.9 | 148.17 | |
| LUSpectral Overlap (Δλ)=502026.03 | 53.31 | 100 | 1.3 | 98.8 | 99.9 | 147.93 | |
| HyUSpectral Overlap (Δλ)=502026.03 | 53.12 | 99.9 | 1.3 | 98.9 | 99.9 | 150.13 | |
| λSplitSpectral Overlap (Δλ)=202026.03 | 51.4 | 99.8 | 2.2 | 99.3 | 99.8 | 1,356.12 | |
| RLUSpectral Overlap (Δλ)=202026.03 | 49.68 | 99.8 | 3.2 | 50.3 | 99.7 | 114.46 | |
| NNLUSpectral Overlap (Δλ)=202026.03 | 49.44 | 99.8 | 3.7 | 50.2 | 99.7 | 110 | |
| HyUSpectral Overlap (Δλ)=202026.03 | 49.31 | 99.8 | 3.7 | 50.2 | 99.7 | 113.25 | |
| LUSpectral Overlap (Δλ)=202026.03 | 49.13 | 99.8 | 4.1 | 50.2 | 99.7 | 106.67 | |
| NMF-RISpectral Overlap (Δλ)=502026.03 | 48.78 | 99.3 | 2.1 | 93.6 | 99.3 | 151.94 | |
| λSplitSpectral Overlap (Δλ)=102026.03 | 47.55 | 99.4 | 4.1 | 96.9 | 99.5 | 1,287.36 | |
| NMF-RISpectral Overlap (Δλ)=202026.03 | 46.99 | 99.3 | 4.6 | 50.2 | 99.3 | 108.97 | |
| NNLUSpectral Overlap (Δλ)=102026.03 | 44.17 | 99.3 | 8.8 | 49.9 | 99 | 75.24 | |
| RLUSpectral Overlap (Δλ)=102026.03 | 44.07 | 98.6 | 7.5 | 50 | 98.4 | 83 | |
| LUSpectral Overlap (Δλ)=102026.03 | 43.77 | 99.2 | 9.7 | 49.9 | 98.9 | 69.29 | |
| HyUSpectral Overlap (Δλ)=102026.03 | 43.66 | 99.1 | 9.3 | 49.9 | 98.8 | 73.23 | |
| λSplitSpectral Overlap (Δλ)=52026.03 | 42.91 | 98.1 | 9.4 | 92.6 | 98.2 | 1,048.6 | |
| NMF-RISpectral Overlap (Δλ)=102026.03 | 42.58 | 98.5 | 9.9 | 49.9 | 98.1 | 70.89 | |
| NNLUSpectral Overlap (Δλ)=52026.03 | 38.98 | 97.7 | 18.3 | 49.5 | 96.5 | 47.92 | |
| HyUSpectral Overlap (Δλ)=52026.03 | 38.56 | 97.4 | 18.6 | 49.4 | 96.1 | 44.8 | |
| LUSpectral Overlap (Δλ)=52026.03 | 38.45 | 97.6 | 22.3 | 49.3 | 96.3 | 40.01 | |
| RLUSpectral Overlap (Δλ)=52026.03 | 37.68 | 94.6 | 16 | 49.6 | 91 | 56.78 | |
| λSplitSpectral Overlap (Δλ)=22026.03 | 37.61 | 94.9 | 19.6 | 91.4 | 93.3 | 727.7 | |
| NMF-RISpectral Overlap (Δλ)=52026.03 | 36.01 | 94 | 19.7 | 49 | 88.6 | 46.9 | |
| NNLUSpectral Overlap (Δλ)=22026.03 | 32.76 | 91.6 | 31.4 | 0.1 | 82 | 28.03 | |
| HyUSpectral Overlap (Δλ)=22026.03 | 31.88 | 92.2 | 37 | 0.3 | 84.5 | 20.02 | |
| LUSpectral Overlap (Δλ)=22026.03 | 31.73 | 92.3 | 43.6 | 44.8 | 85.8 | 17.13 | |
| RLUSpectral Overlap (Δλ)=22026.03 | 31.69 | 89.2 | 22 | 89.6 | 73.1 | 65.21 | |
| NMF-RISpectral Overlap (Δλ)=22026.03 | 31.38 | 90.8 | 32.3 | 44.1 | 81.8 | 22.67 |