Detailled semantic labeling (2D) result


Name W. Tang
Affiliation Wuhan University, China
Abbreviation WUH_W2
Strategy (u)nsupervised, (s)upervised, (h)ybrid s


Overall statistics, reference set: full_reference


Number of non processed tiles by this participant: 0
↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.891
0.039
0.041
0.020
0.008
0.000
building
0.044
0.930
0.019
0.006
0.001
0.000
low_veg
0.055
0.031
0.739
0.174
0.001
0.000
tree
0.021
0.007
0.079
0.893
0.000
0.000
car
0.208
0.030
0.010
0.006
0.746
0.000
clutter
0.282
0.319
0.015
0.008
0.054
0.323
Precision/Correctness
0.882
0.916
0.822
0.818
0.750
0.942
Recall/Completeness
0.891
0.930
0.739
0.893
0.746
0.323
F1
0.887
0.923
0.778
0.854
0.748
0.481

Overall accuracy 0.862

Overall statistics, reference set: no_boundary


Number of non processed tiles by this participant: 0
↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.920
0.031
0.034
0.010
0.005
0.000
building
0.037
0.947
0.013
0.003
0.001
0.000
low_veg
0.043
0.021
0.778
0.158
0.000
0.000
tree
0.010
0.003
0.065
0.923
0.000
0.000
car
0.127
0.031
0.007
0.003
0.832
0.000
clutter
0.246
0.334
0.011
0.003
0.056
0.350
Precision/Correctness
0.913
0.938
0.856
0.849
0.792
0.963
Recall/Completeness
0.920
0.947
0.778
0.923
0.832
0.350
F1
0.916
0.942
0.815
0.884
0.811
0.513

Overall accuracy 0.892
=============================================================

Tile top_mosaic_09cm_area2_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.9344
0.0167
0.0209
0.0149
0.0127
0.0004
building
0.0466
0.9360
0.0126
0.0045
0.0003
0.0000
low_veg
0.0785
0.0298
0.6613
0.2301
0.0002
0.0000
tree
0.0287
0.0067
0.0704
0.8923
0.0002
0.0016
car
0.2060
0.0067
0.0013
0.0020
0.7839
0.0000
clutter
0.0405
0.0000
0.0000
0.0150
0.0000
0.9444
Precision/Correctness
0.851
0.942
0.864
0.782
0.785
0.972
Recall/Completeness
0.934
0.936
0.661
0.892
0.784
0.944
F1
0.891
0.939
0.749
0.834
0.784
0.958

Overall accuracy 0.856

Red/green image, indicating wrongly classified pixels


Original, resized true ortho image for better comparison


Classified image


=============================================================

Tile top_mosaic_09cm_area2_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.9617
0.0122
0.0127
0.0044
0.0086
0.0004
building
0.0387
0.9541
0.0055
0.0013
0.0003
0.0000
low_veg
0.0607
0.0196
0.6951
0.2246
0.0000
0.0000
tree
0.0141
0.0030
0.0593
0.9228
0.0001
0.0008
car
0.1134
0.0047
0.0001
0.0016
0.8803
0.0000
clutter
0.0396
0.0000
0.0000
0.0036
0.0000
0.9567
Precision/Correctness
0.890
0.964
0.897
0.806
0.825
0.984
Recall/Completeness
0.962
0.954
0.695
0.923
0.880
0.957
F1
0.924
0.959
0.783
0.861
0.852
0.970

Overall accuracy 0.886

Red/green image, indicating wrongly classified pixels


Original, resized true ortho image for better comparison


Classified image


=============================================================

Tile top_mosaic_09cm_area4_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.9168
0.0585
0.0126
0.0044
0.0077
0.0000
building
0.0690
0.9196
0.0083
0.0018
0.0013
0.0000
low_veg
0.1492
0.0766
0.4667
0.3061
0.0014
0.0000
tree
0.0565
0.0166
0.0917
0.8334
0.0019
0.0000
car
0.3119
0.0120
0.0032
0.0003
0.6726
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.836
0.960
0.619
0.715
0.756
--
Recall/Completeness
0.917
0.920
0.467
0.833
0.673
--
F1
0.874
0.939
0.532
0.769
0.712
--

Overall accuracy 0.890

Red/green image, indicating wrongly classified pixels


Original, resized true ortho image for better comparison


Classified image


=============================================================

Tile top_mosaic_09cm_area4_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.9473
0.0367
0.0092
0.0018
0.0050
0.0000
building
0.0571
0.9338
0.0070
0.0008
0.0013
0.0000
low_veg
0.1111
0.0472
0.5034
0.3378
0.0004
0.0000
tree
0.0259
0.0074
0.0847
0.8809
0.0011
0.0000
car
0.2228
0.0056
0.0019
0.0000
0.7697
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.866
0.977
0.652
0.740
0.789
--
Recall/Completeness
0.947
0.934
0.503
0.881
0.770
--
F1
0.905
0.955
0.568
0.805
0.779
--

Overall accuracy 0.916

Red/green image, indicating wrongly classified pixels


Original, resized true ortho image for better comparison


Classified image


=============================================================

Tile top_mosaic_09cm_area6_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8821
0.0530
0.0396
0.0122
0.0129
0.0002
building
0.0534
0.9279
0.0137
0.0043
0.0006
0.0001
low_veg
0.0889
0.0312
0.6698
0.2093
0.0007
0.0000
tree
0.0135
0.0049
0.0423
0.9390
0.0003
0.0001
car
0.2465
0.0261
0.0076
0.0020
0.7175
0.0003
clutter
--
--
--
--
--
--
Precision/Correctness
0.865
0.943
0.726
0.910
0.763
--
Recall/Completeness
0.882
0.928
0.670
0.939
0.717
--
F1
0.874
0.935
0.697
0.924
0.740
--

Overall accuracy 0.888

Red/green image, indicating wrongly classified pixels


Original, resized true ortho image for better comparison


Classified image


=============================================================

Tile top_mosaic_09cm_area6_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.9211
0.0367
0.0301
0.0042
0.0078
0.0001
building
0.0442
0.9447
0.0091
0.0014
0.0005
0.0000
low_veg
0.0703
0.0171
0.7223
0.1902
0.0001
0.0000
tree
0.0050
0.0016
0.0300
0.9633
0.0001
0.0000
car
0.1699
0.0190
0.0062
0.0006
0.8043
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.900
0.966
0.782
0.935
0.822
--
Recall/Completeness
0.921
0.945
0.722
0.963
0.804
--
F1
0.910
0.955
0.751
0.949
0.813
--

Overall accuracy 0.921

Red/green image, indicating wrongly classified pixels


Original, resized true ortho image for better comparison


Classified image


=============================================================

Tile top_mosaic_09cm_area8_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8780
0.0279
0.0727
0.0129
0.0085
0.0000
building
0.0302
0.9489
0.0166
0.0035
0.0007
0.0000
low_veg
0.0548
0.0235
0.8377
0.0831
0.0009
0.0000
tree
0.0253
0.0064
0.0756
0.8925
0.0002
0.0000
car
0.2231
0.0140
0.0193
0.0075
0.7360
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.909
0.935
0.785
0.909
0.804
--
Recall/Completeness
0.878
0.949
0.838
0.892
0.736
--
F1
0.893
0.942
0.811
0.901
0.768
--

Overall accuracy 0.888

Red/green image, indicating wrongly classified pixels


Original, resized true ortho image for better comparison


Classified image


=============================================================

Tile top_mosaic_09cm_area8_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.9085
0.0204
0.0624
0.0043
0.0044
0.0000
building
0.0213
0.9675
0.0095
0.0010
0.0006
0.0000
low_veg
0.0380
0.0156
0.8746
0.0716
0.0002
0.0000
tree
0.0110
0.0029
0.0556
0.9304
0.0000
0.0000
car
0.1495
0.0097
0.0127
0.0051
0.8229
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.943
0.958
0.828
0.935
0.868
--
Recall/Completeness
0.908
0.968
0.875
0.930
0.823
--
F1
0.926
0.963
0.851
0.933
0.845
--

Overall accuracy 0.920

Red/green image, indicating wrongly classified pixels


Original, resized true ortho image for better comparison


Classified image


=============================================================

Tile top_mosaic_09cm_area10_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8406
0.0700
0.0623
0.0211
0.0060
0.0000
building
0.0326
0.9384
0.0154
0.0118
0.0017
0.0000
low_veg
0.0826
0.0313
0.7004
0.1853
0.0004
0.0000
tree
0.0183
0.0076
0.0649
0.9092
0.0001
0.0000
car
0.1588
0.0576
0.0230
0.0042
0.7565
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.921
0.868
0.752
0.812
0.658
--
Recall/Completeness
0.841
0.938
0.700
0.909
0.756
--
F1
0.879
0.902
0.726
0.858
0.704
--

Overall accuracy 0.853

Red/green image, indicating wrongly classified pixels


Original, resized true ortho image for better comparison


Classified image


=============================================================

Tile top_mosaic_09cm_area10_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8731
0.0577
0.0553
0.0095
0.0044
0.0000
building
0.0265
0.9532
0.0104
0.0082
0.0017
0.0000
low_veg
0.0802
0.0172
0.7427
0.1594
0.0005
0.0000
tree
0.0083
0.0034
0.0463
0.9420
0.0000
0.0000
car
0.0856
0.0635
0.0212
0.0009
0.8288
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.938
0.898
0.791
0.853
0.667
--
Recall/Completeness
0.873
0.953
0.743
0.942
0.829
--
F1
0.905
0.925
0.766
0.895
0.739
--

Overall accuracy 0.884

Red/green image, indicating wrongly classified pixels


Original, resized true ortho image for better comparison


Classified image


=============================================================

Tile top_mosaic_09cm_area12_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8551
0.0422
0.0640
0.0328
0.0059
0.0000
building
0.0359
0.9406
0.0143
0.0088
0.0000
0.0003
low_veg
0.0342
0.0305
0.7310
0.2036
0.0004
0.0003
tree
0.0082
0.0077
0.0988
0.8852
0.0000
0.0000
car
0.1585
0.0077
0.0039
0.0047
0.8253
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.855
0.910
0.814
0.834
0.813
--
Recall/Completeness
0.855
0.941
0.731
0.885
0.825
--
F1
0.855
0.925
0.770
0.859
0.819
--

Overall accuracy 0.846

Red/green image, indicating wrongly classified pixels


Original, resized true ortho image for better comparison


Classified image


=============================================================

Tile top_mosaic_09cm_area12_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8862
0.0391
0.0538
0.0179
0.0030
0.0000
building
0.0364
0.9545
0.0061
0.0026
0.0000
0.0004
low_veg
0.0321
0.0212
0.7654
0.1807
0.0003
0.0003
tree
0.0037
0.0032
0.0822
0.9109
0.0000
0.0000
car
0.0667
0.0068
0.0016
0.0001
0.9249
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.877
0.936
0.846
0.862
0.870
--
Recall/Completeness
0.886
0.954
0.765
0.911
0.925
--
F1
0.882
0.945
0.804
0.886
0.896
--

Overall accuracy 0.875

Red/green image, indicating wrongly classified pixels


Original, resized true ortho image for better comparison


Classified image


=============================================================

Tile top_mosaic_09cm_area14_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8252
0.0499
0.0763
0.0408
0.0078
0.0000
building
0.0161
0.9633
0.0135
0.0070
0.0000
0.0000
low_veg
0.0728
0.0493
0.6899
0.1872
0.0007
0.0000
tree
0.0267
0.0129
0.1107
0.8496
0.0001
0.0000
car
0.1320
0.0000
0.0233
0.0110
0.8337
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.861
0.857
0.755
0.830
0.526
--
Recall/Completeness
0.825
0.963
0.690
0.850
0.834
--
F1
0.843
0.907
0.721
0.840
0.645
--

Overall accuracy 0.823

Red/green image, indicating wrongly classified pixels


Original, resized true ortho image for better comparison


Classified image


=============================================================

Tile top_mosaic_09cm_area14_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8452
0.0458
0.0721
0.0300
0.0069
0.0000
building
0.0121
0.9787
0.0062
0.0030
0.0000
0.0000
low_veg
0.0674
0.0338
0.7217
0.1763
0.0007
0.0000
tree
0.0188
0.0062
0.0988
0.8762
0.0000
0.0000
car
0.0416
0.0000
0.0251
0.0050
0.9283
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.886
0.889
0.778
0.852
0.505
--
Recall/Completeness
0.845
0.979
0.722
0.876
0.928
--
F1
0.865
0.932
0.749
0.864
0.654
--

Overall accuracy 0.848

Red/green image, indicating wrongly classified pixels


Original, resized true ortho image for better comparison


Classified image


=============================================================

Tile top_mosaic_09cm_area16_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.7963
0.0394
0.1109
0.0486
0.0048
0.0001
building
0.0180
0.9481
0.0200
0.0139
0.0001
0.0000
low_veg
0.0143
0.0198
0.8296
0.1337
0.0001
0.0024
tree
0.0235
0.0055
0.1058
0.8650
0.0002
0.0000
car
0.0922
0.0024
0.0189
0.0030
0.8834
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.883
0.923
0.805
0.865
0.699
--
Recall/Completeness
0.796
0.948
0.830
0.865
0.883
--
F1
0.837
0.936
0.817
0.865
0.781
--

Overall accuracy 0.859

Red/green image, indicating wrongly classified pixels


Original, resized true ortho image for better comparison


Classified image


=============================================================

Tile top_mosaic_09cm_area16_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8314
0.0341
0.1013
0.0306
0.0026
0.0000
building
0.0150
0.9693
0.0102
0.0055
0.0000
0.0000
low_veg
0.0102
0.0129
0.8555
0.1187
0.0001
0.0026
tree
0.0156
0.0021
0.0913
0.8907
0.0002
0.0000
car
0.0317
0.0000
0.0085
0.0003
0.9595
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.916
0.947
0.834
0.889
0.754
--
Recall/Completeness
0.831
0.969
0.855
0.891
0.959
--
F1
0.872
0.958
0.844
0.890
0.844
--

Overall accuracy 0.885

Red/green image, indicating wrongly classified pixels


Original, resized true ortho image for better comparison


Classified image


=============================================================

Tile top_mosaic_09cm_area20_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8346
0.0653
0.0463
0.0470
0.0067
0.0000
building
0.0109
0.9670
0.0151
0.0069
0.0000
0.0000
low_veg
0.0406
0.0427
0.7040
0.2125
0.0001
0.0000
tree
0.0077
0.0029
0.0432
0.9462
0.0000
0.0000
car
0.1066
0.0088
0.0105
0.0143
0.8598
0.0000
clutter
0.0013
0.9971
0.0002
0.0015
0.0000
0.0000
Precision/Correctness
0.927
0.761
0.822
0.882
0.719
-nan
Recall/Completeness
0.835
0.967
0.704
0.946
0.860
0.000
F1
0.878
0.852
0.758
0.913
0.783
-nan

Overall accuracy 0.854

Red/green image, indicating wrongly classified pixels


Original, resized true ortho image for better comparison


Classified image


=============================================================

Tile top_mosaic_09cm_area20_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8686
0.0555
0.0441
0.0278
0.0040
0.0000
building
0.0088
0.9778
0.0114
0.0020
0.0000
0.0000
low_veg
0.0354
0.0287
0.7503
0.1856
0.0000
0.0000
tree
0.0030
0.0008
0.0319
0.9644
0.0000
0.0000
car
0.0481
0.0047
0.0012
0.0072
0.9388
0.0000
clutter
0.0010
0.9987
0.0000
0.0003
0.0000
0.0000
Precision/Correctness
0.949
0.784
0.852
0.909
0.774
-nan
Recall/Completeness
0.869
0.978
0.750
0.964
0.939
0.000
F1
0.907
0.870
0.798
0.936
0.848
-nan

Overall accuracy 0.881

Red/green image, indicating wrongly classified pixels


Original, resized true ortho image for better comparison


Classified image


=============================================================

Tile top_mosaic_09cm_area22_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8849
0.0264
0.0404
0.0381
0.0102
0.0000
building
0.0272
0.9518
0.0124
0.0085
0.0002
0.0000
low_veg
0.0834
0.0452
0.6762
0.1944
0.0008
0.0000
tree
0.0205
0.0042
0.0478
0.9272
0.0003
0.0000
car
0.1763
0.0063
0.0221
0.0123
0.7806
0.0023
clutter
--
--
--
--
--
--
Precision/Correctness
0.905
0.900
0.824
0.834
0.708
--
Recall/Completeness
0.885
0.952
0.676
0.927
0.781
--
F1
0.895
0.925
0.743
0.878
0.743
--

Overall accuracy 0.866

Red/green image, indicating wrongly classified pixels


Original, resized true ortho image for better comparison


Classified image


=============================================================

Tile top_mosaic_09cm_area22_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.9205
0.0178
0.0342
0.0209
0.0066
0.0000
building
0.0228
0.9677
0.0059
0.0036
0.0000
0.0000
low_veg
0.0809
0.0308
0.7215
0.1662
0.0006
0.0000
tree
0.0086
0.0013
0.0327
0.9574
0.0001
0.0000
car
0.1090
0.0055
0.0157
0.0053
0.8620
0.0023
clutter
--
--
--
--
--
--
Precision/Correctness
0.928
0.935
0.867
0.873
0.753
--
Recall/Completeness
0.920
0.968
0.722
0.957
0.862
--
F1
0.924
0.951
0.787
0.913
0.804
--

Overall accuracy 0.900

Red/green image, indicating wrongly classified pixels


Original, resized true ortho image for better comparison


Classified image


=============================================================

Tile top_mosaic_09cm_area24_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8090
0.0546
0.0782
0.0487
0.0094
0.0000
building
0.0620
0.8934
0.0320
0.0125
0.0002
0.0000
low_veg
0.0205
0.0247
0.8632
0.0913
0.0002
0.0000
tree
0.0137
0.0084
0.1447
0.8331
0.0000
0.0000
car
0.1600
0.0014
0.0138
0.0029
0.8173
0.0046
clutter
--
--
--
--
--
--
Precision/Correctness
0.830
0.893
0.868
0.818
0.673
--
Recall/Completeness
0.809
0.893
0.863
0.833
0.817
--
F1
0.819
0.893
0.865
0.826
0.738
--

Overall accuracy 0.853

Red/green image, indicating wrongly classified pixels


Original, resized true ortho image for better comparison


Classified image


=============================================================

Tile top_mosaic_09cm_area24_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8434
0.0430
0.0712
0.0361
0.0064
0.0000
building
0.0612
0.9034
0.0265
0.0087
0.0001
0.0000
low_veg
0.0175
0.0188
0.8840
0.0795
0.0002
0.0000
tree
0.0075
0.0045
0.1250
0.8630
0.0000
0.0000
car
0.0980
0.0000
0.0019
0.0005
0.8948
0.0048
clutter
--
--
--
--
--
--
Precision/Correctness
0.851
0.919
0.888
0.843
0.700
--
Recall/Completeness
0.843
0.903
0.884
0.863
0.895
--
F1
0.847
0.911
0.886
0.853
0.786
--

Overall accuracy 0.877

Red/green image, indicating wrongly classified pixels


Original, resized true ortho image for better comparison


Classified image


=============================================================

Tile top_mosaic_09cm_area27_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.9180
0.0357
0.0236
0.0090
0.0137
0.0000
building
0.0786
0.8961
0.0191
0.0051
0.0011
0.0000
low_veg
0.0767
0.0289
0.6423
0.2509
0.0012
0.0000
tree
0.0122
0.0064
0.0464
0.9349
0.0002
0.0000
car
0.2432
0.0117
0.0059
0.0053
0.7339
0.0000
clutter
0.3390
0.3522
0.1984
0.0069
0.0859
0.0177
Precision/Correctness
0.848
0.943
0.865
0.635
0.821
0.839
Recall/Completeness
0.918
0.896
0.642
0.935
0.734
0.018
F1
0.882
0.919
0.737
0.756
0.775
0.035

Overall accuracy 0.850

Red/green image, indicating wrongly classified pixels


Original, resized true ortho image for better comparison


Classified image


=============================================================

Tile top_mosaic_09cm_area27_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.9486
0.0248
0.0176
0.0038
0.0052
0.0000
building
0.0690
0.9137
0.0142
0.0021
0.0009
0.0000
low_veg
0.0591
0.0139
0.6854
0.2407
0.0009
0.0000
tree
0.0047
0.0019
0.0332
0.9602
0.0000
0.0000
car
0.1634
0.0094
0.0038
0.0038
0.8197
0.0000
clutter
0.3369
0.3641
0.1746
0.0023
0.0974
0.0246
Precision/Correctness
0.879
0.966
0.900
0.663
0.896
0.852
Recall/Completeness
0.949
0.914
0.685
0.960
0.820
0.025
F1
0.913
0.939
0.778
0.785
0.856
0.048

Overall accuracy 0.882

Red/green image, indicating wrongly classified pixels


Original, resized true ortho image for better comparison


Classified image


=============================================================

Tile top_mosaic_09cm_area29_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.9336
0.0205
0.0235
0.0133
0.0087
0.0005
building
0.0287
0.9491
0.0156
0.0064
0.0001
0.0000
low_veg
0.0649
0.0220
0.6021
0.3100
0.0010
0.0000
tree
0.0069
0.0042
0.0253
0.9636
0.0000
0.0000
car
0.1837
0.0057
0.0024
0.0066
0.7994
0.0022
clutter
0.3972
0.3987
0.0263
0.0177
0.1038
0.0563
Precision/Correctness
0.924
0.914
0.834
0.662
0.606
0.878
Recall/Completeness
0.934
0.949
0.602
0.964
0.799
0.056
F1
0.929
0.931
0.699
0.785
0.689
0.106

Overall accuracy 0.864

Red/green image, indicating wrongly classified pixels


Original, resized true ortho image for better comparison


Classified image


=============================================================

Tile top_mosaic_09cm_area29_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.9569
0.0138
0.0173
0.0059
0.0058
0.0003
building
0.0233
0.9633
0.0103
0.0031
0.0001
0.0000
low_veg
0.0422
0.0102
0.6472
0.2995
0.0009
0.0000
tree
0.0022
0.0017
0.0168
0.9793
0.0000
0.0000
car
0.1103
0.0037
0.0013
0.0041
0.8784
0.0022
clutter
0.3749
0.4214
0.0221
0.0091
0.1112
0.0613
Precision/Correctness
0.946
0.935
0.874
0.700
0.614
0.912
Recall/Completeness
0.957
0.963
0.647
0.979
0.878
0.061
F1
0.951
0.949
0.744
0.816
0.723
0.115

Overall accuracy 0.893

Red/green image, indicating wrongly classified pixels


Original, resized true ortho image for better comparison


Classified image


=============================================================

Tile top_mosaic_09cm_area31_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.9612
0.0135
0.0110
0.0040
0.0097
0.0006
building
0.0363
0.9524
0.0055
0.0027
0.0030
0.0001
low_veg
0.0537
0.0099
0.8910
0.0447
0.0007
0.0000
tree
0.0524
0.0051
0.0726
0.8689
0.0010
0.0000
car
0.1591
0.1097
0.0066
0.0076
0.7170
0.0000
clutter
0.4365
0.3188
0.0214
0.0067
0.0784
0.1382
Precision/Correctness
0.894
0.923
0.898
0.913
0.777
0.944
Recall/Completeness
0.961
0.952
0.891
0.869
0.717
0.138
F1
0.926
0.938
0.895
0.890
0.746
0.241

Overall accuracy 0.901

Red/green image, indicating wrongly classified pixels


Original, resized true ortho image for better comparison


Classified image


=============================================================

Tile top_mosaic_09cm_area31_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.9760
0.0104
0.0081
0.0012
0.0041
0.0002
building
0.0249
0.9696
0.0022
0.0005
0.0027
0.0001
low_veg
0.0322
0.0059
0.9257
0.0362
0.0001
0.0000
tree
0.0220
0.0016
0.0569
0.9190
0.0005
0.0000
car
0.0766
0.1253
0.0046
0.0028
0.7908
0.0000
clutter
0.3906
0.3494
0.0171
0.0021
0.0849
0.1559
Precision/Correctness
0.930
0.936
0.928
0.942
0.819
0.978
Recall/Completeness
0.976
0.970
0.926
0.919
0.791
0.156
F1
0.953
0.952
0.927
0.930
0.805
0.269

Overall accuracy 0.930

Red/green image, indicating wrongly classified pixels


Original, resized true ortho image for better comparison


Classified image


=============================================================

Tile top_mosaic_09cm_area33_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.9567
0.0228
0.0107
0.0043
0.0032
0.0023
building
0.0586
0.8791
0.0546
0.0059
0.0012
0.0005
low_veg
0.0779
0.0246
0.8249
0.0718
0.0008
0.0000
tree
0.0413
0.0087
0.1175
0.8323
0.0000
0.0002
car
0.2096
0.0332
0.0026
0.0034
0.7512
0.0000
clutter
0.3674
0.0810
0.0047
0.0021
0.0592
0.4856
Precision/Correctness
0.868
0.933
0.796
0.857
0.663
0.961
Recall/Completeness
0.957
0.879
0.825
0.832
0.751
0.486
F1
0.910
0.905
0.810
0.844
0.704
0.645

Overall accuracy 0.873

Red/green image, indicating wrongly classified pixels


Original, resized true ortho image for better comparison


Classified image


=============================================================

Tile top_mosaic_09cm_area33_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.9723
0.0180
0.0064
0.0014
0.0014
0.0005
building
0.0524
0.8892
0.0531
0.0038
0.0010
0.0005
low_veg
0.0460
0.0169
0.8665
0.0700
0.0005
0.0000
tree
0.0182
0.0044
0.1057
0.8717
0.0000
0.0000
car
0.1230
0.0296
0.0004
0.0013
0.8456
0.0000
clutter
0.3292
0.0767
0.0032
0.0014
0.0640
0.5255
Precision/Correctness
0.898
0.950
0.817
0.879
0.671
0.987
Recall/Completeness
0.972
0.889
0.867
0.872
0.846
0.525
F1
0.934
0.919
0.841
0.875
0.748
0.686

Overall accuracy 0.897

Red/green image, indicating wrongly classified pixels


Original, resized true ortho image for better comparison


Classified image


=============================================================

Tile top_mosaic_09cm_area35_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8392
0.0778
0.0503
0.0298
0.0028
0.0001
building
0.0387
0.9411
0.0122
0.0073
0.0007
0.0000
low_veg
0.0603
0.0182
0.6328
0.2886
0.0001
0.0000
tree
0.0312
0.0094
0.0770
0.8822
0.0002
0.0000
car
0.2405
0.0197
0.0055
0.0071
0.7272
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.860
0.905
0.822
0.718
0.853
--
Recall/Completeness
0.839
0.941
0.633
0.882
0.727
--
F1
0.849
0.923
0.715
0.792
0.785
--

Overall accuracy 0.824

Red/green image, indicating wrongly classified pixels


Original, resized true ortho image for better comparison


Classified image


=============================================================

Tile top_mosaic_09cm_area35_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8800
0.0725
0.0364
0.0102
0.0008
0.0001
building
0.0290
0.9633
0.0053
0.0018
0.0006
0.0000
low_veg
0.0443
0.0081
0.6703
0.2772
0.0000
0.0000
tree
0.0108
0.0035
0.0576
0.9280
0.0001
0.0000
car
0.1485
0.0208
0.0038
0.0022
0.8247
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.906
0.929
0.874
0.749
0.927
--
Recall/Completeness
0.880
0.963
0.670
0.928
0.825
--
F1
0.893
0.946
0.759
0.829
0.873
--

Overall accuracy 0.863

Red/green image, indicating wrongly classified pixels


Original, resized true ortho image for better comparison


Classified image


=============================================================

Tile top_mosaic_09cm_area38_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8882
0.0359
0.0512
0.0185
0.0062
0.0001
building
0.0244
0.9269
0.0393
0.0069
0.0025
0.0000
low_veg
0.0442
0.0390
0.7907
0.1256
0.0006
0.0000
tree
0.0203
0.0060
0.0889
0.8846
0.0001
0.0000
car
0.2034
0.0169
0.0309
0.0073
0.7412
0.0002
clutter
--
--
--
--
--
--
Precision/Correctness
0.907
0.915
0.843
0.805
0.742
--
Recall/Completeness
0.888
0.927
0.791
0.885
0.741
--
F1
0.897
0.921
0.816
0.843
0.742
--

Overall accuracy 0.869

Red/green image, indicating wrongly classified pixels


Original, resized true ortho image for better comparison


Classified image


=============================================================

Tile top_mosaic_09cm_area38_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.9179
0.0323
0.0390
0.0075
0.0033
0.0001
building
0.0183
0.9499
0.0269
0.0027
0.0023
0.0000
low_veg
0.0275
0.0353
0.8300
0.1068
0.0004
0.0000
tree
0.0065
0.0021
0.0699
0.9215
0.0000
0.0000
car
0.1312
0.0179
0.0209
0.0019
0.8279
0.0003
clutter
--
--
--
--
--
--
Precision/Correctness
0.944
0.930
0.881
0.844
0.790
--
Recall/Completeness
0.918
0.950
0.830
0.922
0.828
--
F1
0.931
0.940
0.855
0.881
0.809
--

Overall accuracy 0.902

Red/green image, indicating wrongly classified pixels


Original, resized true ortho image for better comparison


Classified image