Important note: The images below (visible and NIR) are tone mapped for viewing purposes. If you want to reproduce the results, please download the code and the image package from the "Downloads" section.

Original Image NIR Image Ground Truth Ours Tian Guo
img_202f_vis.png img_202f_nir.png Ground Truth Acc= 0.44937, MCC= 0.39575 Acc= 0.62805, MCC= 0.5724 Acc= 0.79027, MCC= 0.18755
img_202i_vis.png img_202i_nir.png Ground Truth Acc= 0.70631, MCC= 0.4468 Acc= 0.62977, MCC= 0.57404 Acc= 0.78027, MCC= 0.10677
img_205f_vis.png img_205f_nir.png Ground Truth Acc= 0.92712, MCC= 0.69141 Acc= 0.70907, MCC= 0.4343 Acc= 0.92243, MCC= 0.13648
img_205i_vis.png img_205i_nir.png Ground Truth Acc= 0.92553, MCC= 0.68673 Acc= 0.70109, MCC= 0.429 Acc= 0.92683, MCC= 0.2535
img_207f_vis.png img_207f_nir.png Ground Truth Acc= 0.87664, MCC= 0.78374 Acc= 0.67362, MCC= 0.7023 Acc= 0.67566, MCC= 0.34043
img_207i_vis.png img_207i_nir.png Ground Truth Acc= 0.87584, MCC= 0.77652 Acc= 0.67153, MCC= 0.70142 Acc= 0.6765, MCC= 0.33778
img_208f_vis.png img_208f_nir.png Ground Truth Acc= 0.87841, MCC= 0.71819 Acc= 0.69738, MCC= 0.55488 Acc= 0.9433, MCC= 0.76032
img_208i_vis.png img_208i_nir.png Ground Truth Acc= 0.85518, MCC= 0.69707 Acc= 0.73713, MCC= 0.58456 Acc= 0.93774, MCC= 0.7356
img_211f_vis.png img_211f_nir.png Ground Truth Acc= 0.89327, MCC= 0.81533 Acc= 0.66794, MCC= 0.63607 Acc= 0.80429, MCC= 0.47506
img_211i_vis.png img_211i_nir.png Ground Truth Acc= 0.89986, MCC= 0.82977 Acc= 0.66823, MCC= 0.63934 Acc= 0.78373, MCC= 0.41852
img_213f_vis.png img_213f_nir.png Ground Truth Acc= 0.95538, MCC= 0.78065 Acc= 0.076394, MCC= 0.26772 Acc= 0.9405, MCC= 0.43786
img_213i_vis.png img_213i_nir.png Ground Truth Acc= 0.95623, MCC= 0.76891 Acc= 0.076454, MCC= 0.15894 Acc= 0.92593, MCC= 0.11211
img_221f_vis.png img_221f_nir.png Ground Truth Acc= 0.94096, MCC= 0.86326 Acc= 0.82089, MCC= 0.70346 Acc= 0.83368, MCC= 0.20745
img_221i_vis.png img_221i_nir.png Ground Truth Acc= 0.93963, MCC= 0.85764 Acc= 0.8265, MCC= 0.70504 Acc= 0.82896, MCC= 0.15751
img_222f_vis.png img_222f_nir.png Ground Truth Acc= 0.85934, MCC= 0.71572 Acc= 0.87025, MCC= 0.82484 Acc= 0.62057, MCC= 0.046994
img_222i_vis.png img_222i_nir.png Ground Truth Acc= 0.88833, MCC= 0.75085 Acc= 0.86794, MCC= 0.82342 Acc= 0.68687, MCC= 0.27881
16 images in total. Average: 0.86421
Std dev.: 0.12554
Mean MCC : 0.72365
Std dev MCC: 0.13087
Average: 0.64514
Std dev.: 0.23558
Mean MCC : 0.58198
Std dev MCC: 0.18366
Average: 0.81735
Std dev.: 0.10949
Mean MCC : 0.31205
Std dev MCC: 0.21191