Table 2 The effect of the intensity correction on the classification results
From: Biologically-inspired data decorrelation for hyper-spectral imaging
Normalization method | |||
|---|---|---|---|
Decorrelation technique | No correction (%) | Stockman (%) | Montoliu (%) |
Fuzzy sets (M = 8) | 53.45 | 71.52 | 60.29 |
Fuzzy sets (M = 4) | 49.13 | 63.10 | 55.62 |
PCA (M = 8) | 44.58 | 66.43 | 57.63 |
LDA | 48.04 | 62.86 | 44.36 |
WD | 61.25 | 63.79 | 60.29 |
RGB | 25.14 | 43.83 | 44.54 |
RAW | 20.62 | 55.67 | 39.85 |