IEEE Geoscience and Remote Sensing Magazine - June 2017 - 44
FIGURE 11. The Hyperspec Chikusei data (data set 5): (first row)
color-composite images of the reference and input HS images
are displayed for a 240 × 240-pixel subarea using 0.80, 0.67, and
0.55 μm for red, green, and blue, respectively; (second-11th rows)
color composites of fused images (first column), error images
relative to the reference data visualized by differences of the color
composites (second column), RMSE (third column), and SAM images
(fourth column).
44
Reference
and HS
FUSE
MAP-SMM
HySure
ICCV'15
ECCV'14
CNMF
GLP-HS
SFIM-HS
GSA
RMSE (×10-2) SAM (°)
0
1.7 0
5
FUSE-S
Reference
and HS
FUSE-S
FUSE
MAP-SMM
HySure
ICCV'15
ECCV'14
CNMF
GLP-HS
SFIM-HS
GSA
RMSE (×10-3) SAM (°)
0
7.9 0
5
FIGURE 12. The ROSIS-3 University of Pavia data (data set 6): (first
row) color-composite images of the reference and input HS images
are displayed for a 240 × 240-pixel subarea using 0.67, 0.57, and
0.46 μm for red, green, and blue, respectively; (second-11th rows)
color composites of fused images (first column), error images
relative to the reference data visualized by differences of the color
composites (second column), RMSE (third column), and SAM images
(fourth column).
ieee Geoscience and remote sensing magazine
june 2017
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