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_100_vis.png img_100_nir.png Ground Truth Acc= 0.91489, MCC= 0.93924 Acc= 0.95423, MCC= 0.949 Acc= 0.31931, MCC= 0.0064189
img_101_vis.png img_101_nir.png Ground Truth Acc= 0.95509, MCC= 0.96357 Acc= 0.96892, MCC= 0.96215 Acc= 0.8998, MCC= 0.7432
img_102_vis.png img_102_nir.png Ground Truth Acc= 0.98775, MCC= 0.99232 Acc= 0.99219, MCC= 0.95882 Acc= 0.18017, MCC= -0.03092
img_109_vis.png img_109_nir.png Ground Truth Acc= 0.92061, MCC= 0.93466 Acc= 0.92309, MCC= 0.92377 Acc= 0.83487, MCC= 0.62665
img_111_vis.png img_111_nir.png Ground Truth Acc= 0.95108, MCC= 0.93511 Acc= 0.84478, MCC= 0.88497 Acc= 0.41253, MCC= 0.065809
img_112_vis.png img_112_nir.png Ground Truth Acc= 0.96193, MCC= 0.93442 Acc= 0.97891, MCC= 0.93534 Acc= 0.41816, MCC= 0.056463
img_113_vis.png img_113_nir.png Ground Truth Acc= 0.77639, MCC= 0.80001 Acc= 0.87317, MCC= 0.65499 Acc= 0.46392, MCC= 0.15281
img_115_vis.png img_115_nir.png Ground Truth Acc= 0.97559, MCC= 0.97158 Acc= 0.9794, MCC= 0.97096 Acc= 0.5947, MCC= 0.25755
img_116_vis.png img_116_nir.png Ground Truth Acc= 0.97753, MCC= 0.98639 Acc= 0.98655, MCC= 0.98136 Acc= 0.20099, MCC= -0.013652
img_119_vis.png img_119_nir.png Ground Truth Acc= 0.97658, MCC= 0.98 Acc= 0.97088, MCC= 0.93187 Acc= 0.4046, MCC= 0.11273
img_120_vis.png img_120_nir.png Ground Truth Acc= 0.96028, MCC= 0.90015 Acc= 0.85397, MCC= 0.80622 Acc= 0.60845, MCC= 0.26188
img_121_vis.png img_121_nir.png Ground Truth Acc= 0.9658, MCC= 0.94816 Acc= 0.96625, MCC= 0.93352 Acc= 0.21171, MCC= -0.033514
img_122_vis.png img_122_nir.png Ground Truth Acc= 0.90271, MCC= 0.69402 Acc= 0.96912, MCC= 0.94219 Acc= 0.29979, MCC= 0.031236
img_123_vis.png img_123_nir.png Ground Truth Acc= 0.77513, MCC= 0.84047 Acc= 0.88412, MCC= 0.89534 Acc= 0.47574, MCC= 0.12328
img_93_vis.png img_93_nir.png Ground Truth Acc= 0.99406, MCC= 0.99374 Acc= 0.99167, MCC= 0.99248 Acc= 0.75447, MCC= 0.47679
img_94_vis.png img_94_nir.png Ground Truth Acc= 0.91357, MCC= 0.82511 Acc= 0.93264, MCC= 0.80299 Acc= 0.73147, MCC= 0.36958
16 images in total. Average: 0.93181
Std dev.: 0.066882
Mean MCC : 0.91493
Std dev MCC: 0.083994
Average: 0.94187
Std dev.: 0.05066
Mean MCC : 0.90787
Std dev MCC: 0.086854
Average: 0.48817
Std dev.: 0.22828
Mean MCC : 0.20039
Std dev MCC: 0.23992