Hyperspectral Anomaly Detection: Comparative Evaluation in Scenes with Diverse Complexity

Table 4

LogAUC results for OSLO1 scene with a mixing ratio of 33% for different types of data reduction.

AD	No data reduction	Spectral binning	Kurtosis data reduction
GRX	0.163	0.357	0.390
SSRX	0.292	0.486	0.394
OSPRX	0.383	0.486	0.391
PORX	0.322	0.493	0.391
CSD	0.246	0.391	0.396
LRX	0.821	0.983	0.995
QLRX	0.294	0.395	0.473
CRX	0.163	0.357	0.449
TLES	0.108	0.466	0.356
SOM	0.232	0.385	0.463
MMM	0.128	0.544	0.597