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_03_vis.png
img_03_nir.png
Ground Truth
Acc= 0.91081, MCC= 0.7927
Acc= 0.67022, MCC= 0.72547
Acc= 0.65577, MCC= 0.14483
img_125_vis.png
img_125_nir.png
Ground Truth
Acc= 0.93306, MCC= 0.66915
Acc= 0.54243, MCC= 0.16566
Acc= 0.87295, MCC= 0.2918
img_135_vis.png
img_135_nir.png
Ground Truth
Acc= 0.92865, MCC= 0.86805
Acc= 0.9705, MCC= 0.92146
Acc= 0.2749, MCC= 0.030697
img_136_vis.png
img_136_nir.png
Ground Truth
Acc= 0.96404, MCC= 0.89764
Acc= 0.76949, MCC= 0.7635
Acc= 0.95688, MCC= 0.89136
img_13_vis.png
img_13_nir.png
Ground Truth
Acc= 0.84361, MCC= 0.6415
Acc= 0.89584, MCC= 0.86896
Acc= 0.40888, MCC= 0.018346
img_14_vis.png
img_14_nir.png
Ground Truth
Acc= 0.88989, MCC= 0.91762
Acc= 0.9328, MCC= 0.8863
Acc= 0.3818, MCC= 0.057749
img_15_vis.png
img_15_nir.png
Ground Truth
Acc= 0.93331, MCC= 0.86571
Acc= 0.94414, MCC= 0.92509
Acc= 0.31273, MCC= 0.017163
img_16_vis.png
img_16_nir.png
Ground Truth
Acc= 0.86674, MCC= 0.64793
Acc= 0.96249, MCC= 0.94179
Acc= 0.35968, MCC= 0.028036
img_17_vis.png
img_17_nir.png
Ground Truth
Acc= 0.97535, MCC= 0.94829
Acc= 0.85105, MCC= 0.88995
Acc= 0.31984, MCC= -0.067989
img_20_vis.png
img_20_nir.png
Ground Truth
Acc= 0.66447, MCC= 0.40582
Acc= 0.7689, MCC= 0.76144
Acc= 0.29373, MCC= -0.30329
img_22_vis.png
img_22_nir.png
Ground Truth
Acc= 0.88714, MCC= 0.55292
Acc= 0.87861, MCC= 0.77171
Acc= 0.83509, MCC= 0.28552
img_26_vis.png
img_26_nir.png
Ground Truth
Acc= 0.84449, MCC= 0.63461
Acc= 0.6956, MCC= 0.73618
Acc= 0.57825, MCC= 0.11435
img_28_vis.png
img_28_nir.png
Ground Truth
Acc= 0.8759, MCC= 0.68929
Acc= 0.85153, MCC= 0.85128
Acc= 0.63164, MCC= 0.14419
img_30_vis.png
img_30_nir.png
Ground Truth
Acc= 0.8293, MCC= 0.60761
Acc= 0.8254, MCC= 0.85097
Acc= 0.65552, MCC= 0.3085
img_31_vis.png
img_31_nir.png
Ground Truth
Acc= 0.9473, MCC= 0.86828
Acc= 0.95844, MCC= 0.94855
Acc= 0.36674, MCC= 0.024701
img_33_vis.png
img_33_nir.png
Ground Truth
Acc= 0.77368, MCC= 0.74762
Acc= 0.72864, MCC= 0.77219
Acc= 0.58155, MCC= -0.02549
img_38_vis.png
img_38_nir.png
Ground Truth
Acc= 0.88146, MCC= 0.89401
Acc= 0.8971, MCC= 0.91332
Acc= 0.49781, MCC= 0.070694
img_39_vis.png
img_39_nir.png
Ground Truth
Acc= 0.84189, MCC= 0.6582
Acc= 0.82796, MCC= 0.83624
Acc= 0.65201, MCC= 0.20601
img_40_vis.png
img_40_nir.png
Ground Truth
Acc= 0.95829, MCC= 0.84326
Acc= 0.91372, MCC= 0.52408
Acc= 0.13692, MCC= -0.011515
img_41_vis.png
img_41_nir.png
Ground Truth
Acc= 0.74029, MCC= 0.72605
Acc= 0.63348, MCC= 0.68737
Acc= 0.56025, MCC= -0.14252
img_45_vis.png
img_45_nir.png
Ground Truth
Acc= 0.90566, MCC= 0.81893
Acc= 0.85275, MCC= 0.85256
Acc= 0.5254, MCC= 0.020774
img_47_vis.png
img_47_nir.png
Ground Truth
Acc= 0.91708, MCC= 0.82346
Acc= 0.95104, MCC= 0.9396
Acc= 0.3736, MCC= 0.006946
img_50_vis.png
img_50_nir.png
Ground Truth
Acc= 0.83646, MCC= 0.56137
Acc= 0.81863, MCC= 0.79836
Acc= 0.72535, MCC= 0.25186
img_53_vis.png
img_53_nir.png
Ground Truth
Acc= 0.91318, MCC= 0.81169
Acc= 0.89039, MCC= 0.9018
Acc= 0.49086, MCC= 0.070624
img_54_vis.png
img_54_nir.png
Ground Truth
Acc= 0.85519, MCC= 0.71491
Acc= 0.78337, MCC= 0.74875
Acc= 0.68688, MCC= 0.12243
img_56_vis.png
img_56_nir.png
Ground Truth
Acc= 0.94308, MCC= 0.89632
Acc= 0.94102, MCC= 0.94582
Acc= 0.40546, MCC= 0.044618
img_57_vis.png
img_57_nir.png
Ground Truth
Acc= 0.92712, MCC= 0.82112
Acc= 0.89947, MCC= 0.74761
Acc= 0.31448, MCC= -0.014461
img_58_vis.png
img_58_nir.png
Ground Truth
Acc= 0.90533, MCC= 0.86354
Acc= 0.73059, MCC= 0.66426
Acc= 0.64869, MCC= 0.099394
img_59_vis.png
img_59_nir.png
Ground Truth
Acc= 0.88066, MCC= 0.7893
Acc= 0.56084, MCC= 0.56199
Acc= 0.8026, MCC= 0.16196
img_63_vis.png
img_63_nir.png
Ground Truth
Acc= 0.84978, MCC= 0.64511
Acc= 0.72472, MCC= 0.69334
Acc= 0.73302, MCC= 0.18968
img_64_vis.png
img_64_nir.png
Ground Truth
Acc= 0.87443, MCC= 0.73254
Acc= 0.67491, MCC= 0.64342
Acc= 0.69967, MCC= 0.11937
img_66_vis.png
img_66_nir.png
Ground Truth
Acc= 0.89963, MCC= 0.76403
Acc= 0.71667, MCC= 0.78066
Acc= 0.57215, MCC= 0.10603
img_68_vis.png
img_68_nir.png
Ground Truth
Acc= 0.92792, MCC= 0.74354
Acc= 0.44111, MCC= 0.50063
Acc= 0.81272, MCC= 0.17846
img_71_vis.png
img_71_nir.png
Ground Truth
Acc= 0.9681, MCC= 0.91468
Acc= 0.72198, MCC= 0.72443
Acc= 0.93996, MCC= 0.83566
img_73_vis.png
img_73_nir.png
Ground Truth
Acc= 0.98515, MCC= 0.96798
Acc= 0.95635, MCC= 0.96256
Acc= 0.40777, MCC= 0.078365
img_74_vis.png
img_74_nir.png
Ground Truth
Acc= 0.92662, MCC= 0.89024
Acc= 0.85428, MCC= 0.82474
Acc= 0.82728, MCC= 0.60388
img_75_vis.png
img_75_nir.png
Ground Truth
Acc= 0.83187, MCC= 0.86402
Acc= 0.92035, MCC= 0.92483
Acc= 0.813, MCC= 0.71392
img_77_vis.png
img_77_nir.png
Ground Truth
Acc= 0.97505, MCC= 0.95323
Acc= 0.9549, MCC= 0.95663
Acc= 0.80344, MCC= 0.55647
img_83_vis.png
img_83_nir.png
Ground Truth
Acc= 0.81977, MCC= 0.73793
Acc= 0.74036, MCC= 0.75211
Acc= 0.6404, MCC= -0.050756
img_87_vis.png
img_87_nir.png
Ground Truth
Acc= 0.9119, MCC= 0.86446
Acc= 0.92309, MCC= 0.90406
Acc= 0.34331, MCC= 0.0043387
img_88_vis.png
img_88_nir.png
Ground Truth
Acc= 0.96979, MCC= 0.96547
Acc= 0.96449, MCC= 0.97049
Acc= 0.3536, MCC= 0.0097251
img_89_vis.png
img_89_nir.png
Ground Truth
Acc= 0.99233, MCC= 0.97838
Acc= 0.7541, MCC= 0.70248
Acc= 0.71524, MCC= -0.015084
42 images in total.
Average: 0.89299 Std dev.: 0.067482 Mean MCC : 0.78568 Std dev MCC: 0.13106
Average: 0.81652 Std dev.: 0.12915 Mean MCC : 0.79149 Std dev MCC: 0.15611
Average: 0.57066 Std dev.: 0.20812 Mean MCC : 0.14708 Std dev MCC: 0.24599