Research Article

Hyperspectral Anomaly Detection: Comparative Evaluation in Scenes with Diverse Complexity

Table 7

Correlation coefficient and Kolmogorov-Smirnov test statistic between empirical and theoretical CDF of the Mahalanobis distance calculated in a local window around each target and the condition number of local for BJO and OSLO2, both without pre-processing.

TGT Correlation KS statistic Condition number of local

BJO

T1 0.9976 0.121
T2 0.9968 0.104
T3 0.9329 0.420
T4 0.9991 0.055
T5 0.9995 0.043
T6 0.9994 0.052
T7 0.9992 0.057
T8 0.9999 0.027
T9 0.9999 0.022
T10 0.9998 0.033
T11 0.9997 0.031
T12 0.9997 0.032
T13 0.9999 0.021

OSLO2

T1 0.9995 0.052
T2 0.9986 0.096
T3 0.9991 0.052
T4 0.9874 0.190