Hyperspectral Anomaly Detection: Comparative Evaluation in Scenes with Diverse Complexity

Table 3

LogAUC results for CAM scene with a mixing ratio of 10% for different types of data reduction.

AD method	Data reduction method
	No data reduction	Spectral binning	Kurtosis data reduction
GRX	0.595	0.637	0.732
SSRX	0.742	0.778	1.000
OSPRX	0.931	0.754	0.893
PORX	0.568	0.205	0.957
CSD	0.868	0.826	0.763
LRX	0.616	0.950	1.000
QLRX	0.720	0.828	1.000
CRX	0.683	0.830	1.000
TLES	0.128	0.268	0.698
SOM	0.116	0.529	0.120
MMM		1.000	1.000