From: Biologically-inspired data decorrelation for hyper-spectral imaging
NUMBER OF FEATURES (M) | RAW | PCA (%) | LDA | WD (%) |
---|---|---|---|---|
2 | Â | 53.08 | Â | 51.05 |
4 | Â | 61.40 | Â | 53.96 |
8 | Â | 66.43 | 62.86 | 63.79 |
16 | Â | 64.11 | Â | 69.59 |
24 | Â | 67.95 | Â | 68.69 |
80 | 55.67 | Â | Â | Â |
 | UDBS | UBD | Fuzzy sets | RGB |
2 | 47.02% | 48.82% | 52.76% | 43.83% |
4 | 59.75% | 57.22% | 63.10% | Â |
8 | 66.63% | 66.06% | 71.52% | Â |
16 | 64.58% | 66.24% | 71.43% | Â |
24 | 67.25% | 66.72% | 71.67% | Â |
80 | Â | Â | Â | Â |