Research Article

Hyperspectral Band Selection Based on Adaptive Neighborhood Grouping and Local Structure Correlation

Table 2

OA and standard deviation of different methods on three datasets.

DatasetClassifier (measure)ONROCFSOPSRLASPS_MNMDSRANG_LSC

Indian PinesKNN (OA)
KNN (Kappa)
SVM (OA)
SVM (Kappa)
Pavia UniversityKNN (OA)
KNN (Kappa)
SVM (OA)
SVM (Kappa)
SalinasKNN (OA)
KNN (Kappa)
SVM (OA)
SVM (Kappa)