Table 6 The comparison of SAD and RMSE results for dataset Samon.

From: Endmember extraction and abundance estimation algorithm based on double-compressed sampling

Algorithm

SU_DCS

SUnCNN49

CyCU-net50

3DCNN-var51

SSANU-Net52

SR = 0.1

SR = 0.2

SR = 0.3

SR = 0.4

SR = 0.5

SAD (rad)

0.0467

0.0477

0.0476

0.0477

0.0480

0.0594

0.0329

0.0985

0.0127

RMSE

0.2275

0.2166

0.2140

0.2049

0.2132

0.2118

0.2874

0.1750

0.1668

Back to article page