Detailled semantic labeling (2D) result


Name K. Nogueira et al.
Affiliation Universidade Federal de Minas Gerais, Brazil
Abbreviation UFMG_3
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
0.904
0.027
0.038
0.019
0.005
0.006
building
0.062
0.910
0.014
0.011
0.002
0.001
low_veg
0.065
0.023
0.758
0.152
0.001
0.001
tree
0.017
0.007
0.091
0.885
0.000
0.000
car
0.276
0.033
0.012
0.007
0.665
0.008
clutter
0.527
0.080
0.019
0.012
0.049
0.314
Precision/Correctness
0.855
0.940
0.823
0.829
0.764
0.558
Recall/Completeness
0.904
0.910
0.758
0.885
0.665
0.314
F1
0.879
0.925
0.789
0.856
0.711
0.402

Overall accuracy 0.861

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
0.930
0.021
0.030
0.010
0.003
0.006
building
0.053
0.929
0.008
0.008
0.002
0.001
low_veg
0.054
0.015
0.795
0.135
0.001
0.001
tree
0.008
0.003
0.076
0.912
0.000
0.000
car
0.181
0.038
0.008
0.003
0.760
0.009
clutter
0.518
0.081
0.016
0.005
0.048
0.331
Precision/Correctness
0.885
0.958
0.858
0.860
0.789
0.564
Recall/Completeness
0.930
0.929
0.795
0.912
0.760
0.331
F1
0.907
0.943
0.825
0.885
0.774
0.417

Overall accuracy 0.890
=============================================================

Tile top_mosaic_09cm_area2_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.9420
0.0092
0.0275
0.0136
0.0044
0.0032
building
0.0393
0.9382
0.0179
0.0037
0.0009
0.0000
low_veg
0.0751
0.0248
0.7406
0.1587
0.0007
0.0001
tree
0.0254
0.0074
0.1005
0.8661
0.0002
0.0003
car
0.3814
0.0020
0.0028
0.0024
0.6073
0.0040
clutter
0.7257
0.0051
0.0000
0.0240
0.0000
0.2452
Precision/Correctness
0.816
0.954
0.835
0.831
0.861
0.825
Recall/Completeness
0.942
0.938
0.741
0.866
0.607
0.245
F1
0.875
0.946
0.785
0.848
0.712
0.378

Overall accuracy 0.855

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
0.9665
0.0061
0.0167
0.0040
0.0033
0.0035
building
0.0287
0.9590
0.0101
0.0014
0.0008
0.0000
low_veg
0.0591
0.0174
0.7711
0.1517
0.0007
0.0000
tree
0.0120
0.0051
0.0862
0.8966
0.0001
0.0001
car
0.2574
0.0015
0.0024
0.0007
0.7329
0.0051
clutter
0.7463
0.0049
0.0000
0.0056
0.0000
0.2432
Precision/Correctness
0.851
0.970
0.868
0.855
0.881
0.835
Recall/Completeness
0.966
0.959
0.771
0.897
0.733
0.243
F1
0.905
0.964
0.817
0.876
0.800
0.377

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_area4_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.9222
0.0558
0.0078
0.0066
0.0063
0.0012
building
0.0724
0.9161
0.0060
0.0029
0.0013
0.0013
low_veg
0.1718
0.0514
0.4555
0.3166
0.0037
0.0009
tree
0.0518
0.0169
0.0738
0.8572
0.0002
0.0000
car
0.3796
0.0214
0.0016
0.0036
0.5865
0.0073
clutter
--
--
--
--
--
--
Precision/Correctness
0.827
0.963
0.688
0.699
0.754
--
Recall/Completeness
0.922
0.916
0.456
0.857
0.586
--
F1
0.872
0.939
0.548
0.770
0.660
--

Overall accuracy 0.889

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
0.9437
0.0414
0.0055
0.0034
0.0046
0.0014
building
0.0560
0.9345
0.0050
0.0019
0.0013
0.0013
low_veg
0.1316
0.0256
0.4995
0.3391
0.0032
0.0010
tree
0.0252
0.0068
0.0713
0.8966
0.0000
0.0000
car
0.2902
0.0202
0.0014
0.0016
0.6780
0.0086
clutter
--
--
--
--
--
--
Precision/Correctness
0.863
0.976
0.717
0.729
0.773
--
Recall/Completeness
0.944
0.934
0.500
0.897
0.678
--
F1
0.902
0.955
0.589
0.804
0.722
--

Overall accuracy 0.915

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
0.8941
0.0561
0.0301
0.0097
0.0070
0.0030
building
0.0405
0.9426
0.0130
0.0036
0.0003
0.0001
low_veg
0.0710
0.0484
0.6992
0.1810
0.0004
0.0000
tree
0.0106
0.0041
0.0526
0.9327
0.0001
0.0000
car
0.2855
0.0126
0.0012
0.0022
0.6939
0.0045
clutter
--
--
--
--
--
--
Precision/Correctness
0.888
0.937
0.733
0.921
0.854
--
Recall/Completeness
0.894
0.943
0.699
0.933
0.694
--
F1
0.891
0.940
0.716
0.927
0.766
--

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_area6_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.9262
0.0432
0.0204
0.0027
0.0043
0.0033
building
0.0296
0.9603
0.0088
0.0012
0.0001
0.0001
low_veg
0.0580
0.0362
0.7460
0.1597
0.0000
0.0000
tree
0.0029
0.0012
0.0401
0.9557
0.0000
0.0000
car
0.1750
0.0114
0.0007
0.0004
0.8070
0.0054
clutter
--
--
--
--
--
--
Precision/Correctness
0.925
0.957
0.784
0.945
0.901
--
Recall/Completeness
0.926
0.960
0.746
0.956
0.807
--
F1
0.925
0.959
0.764
0.950
0.851
--

Overall accuracy 0.928

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
0.8975
0.0305
0.0566
0.0106
0.0034
0.0014
building
0.0389
0.9416
0.0132
0.0045
0.0005
0.0012
low_veg
0.0619
0.0179
0.8669
0.0529
0.0004
0.0000
tree
0.0204
0.0074
0.0909
0.8811
0.0001
0.0000
car
0.3264
0.0110
0.0237
0.0045
0.6304
0.0040
clutter
--
--
--
--
--
--
Precision/Correctness
0.899
0.935
0.799
0.934
0.891
--
Recall/Completeness
0.897
0.942
0.867
0.881
0.630
--
F1
0.898
0.938
0.831
0.907
0.738
--

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_area8_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.9218
0.0256
0.0465
0.0027
0.0020
0.0014
building
0.0253
0.9647
0.0062
0.0024
0.0004
0.0009
low_veg
0.0463
0.0098
0.9024
0.0414
0.0001
0.0000
tree
0.0082
0.0033
0.0726
0.9158
0.0001
0.0000
car
0.2278
0.0109
0.0142
0.0039
0.7388
0.0043
clutter
--
--
--
--
--
--
Precision/Correctness
0.935
0.955
0.839
0.958
0.925
--
Recall/Completeness
0.922
0.965
0.902
0.916
0.739
--
F1
0.929
0.960
0.870
0.937
0.822
--

Overall accuracy 0.925

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
0.8422
0.0568
0.0406
0.0258
0.0037
0.0309
building
0.0169
0.9564
0.0091
0.0154
0.0013
0.0009
low_veg
0.0787
0.0333
0.7072
0.1762
0.0021
0.0026
tree
0.0094
0.0076
0.0623
0.9207
0.0000
0.0000
car
0.2648
0.0407
0.0023
0.0033
0.6841
0.0047
clutter
--
--
--
--
--
--
Precision/Correctness
0.936
0.886
0.805
0.810
0.699
--
Recall/Completeness
0.842
0.956
0.707
0.921
0.684
--
F1
0.887
0.920
0.753
0.862
0.691
--

Overall accuracy 0.860

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
0.8747
0.0448
0.0329
0.0120
0.0024
0.0332
building
0.0105
0.9709
0.0054
0.0115
0.0009
0.0008
low_veg
0.0757
0.0205
0.7556
0.1429
0.0023
0.0029
tree
0.0044
0.0033
0.0475
0.9447
0.0000
0.0000
car
0.1837
0.0426
0.0022
0.0006
0.7654
0.0055
clutter
--
--
--
--
--
--
Precision/Correctness
0.951
0.916
0.845
0.857
0.723
--
Recall/Completeness
0.875
0.971
0.756
0.945
0.765
--
F1
0.911
0.942
0.798
0.899
0.744
--

Overall accuracy 0.891

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
0.8707
0.0282
0.0512
0.0460
0.0029
0.0009
building
0.1746
0.8050
0.0111
0.0056
0.0030
0.0006
low_veg
0.0650
0.0275
0.6867
0.2178
0.0015
0.0017
tree
0.0082
0.0085
0.0957
0.8874
0.0001
0.0000
car
0.2437
0.0047
0.0131
0.0109
0.7214
0.0063
clutter
--
--
--
--
--
--
Precision/Correctness
0.687
0.910
0.816
0.823
0.716
--
Recall/Completeness
0.871
0.805
0.687
0.887
0.721
--
F1
0.768
0.854
0.746
0.854
0.719
--

Overall accuracy 0.810

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
0.9026
0.0244
0.0431
0.0278
0.0012
0.0010
building
0.1826
0.8064
0.0055
0.0017
0.0031
0.0006
low_veg
0.0641
0.0179
0.7205
0.1941
0.0015
0.0018
tree
0.0039
0.0038
0.0827
0.9095
0.0000
0.0000
car
0.1450
0.0063
0.0130
0.0024
0.8270
0.0062
clutter
--
--
--
--
--
--
Precision/Correctness
0.698
0.940
0.843
0.851
0.715
--
Recall/Completeness
0.903
0.806
0.721
0.910
0.827
--
F1
0.787
0.868
0.777
0.879
0.767
--

Overall accuracy 0.834

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
0.8469
0.0279
0.0674
0.0389
0.0038
0.0151
building
0.0260
0.9513
0.0141
0.0068
0.0018
0.0000
low_veg
0.0933
0.0517
0.7122
0.1409
0.0017
0.0003
tree
0.0280
0.0124
0.1275
0.8320
0.0001
0.0000
car
0.1533
0.0000
0.0001
0.0050
0.8416
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.836
0.876
0.749
0.858
0.579
--
Recall/Completeness
0.847
0.951
0.712
0.832
0.842
--
F1
0.841
0.912
0.730
0.845
0.686
--

Overall accuracy 0.826

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
0.8678
0.0239
0.0610
0.0284
0.0028
0.0161
building
0.0196
0.9699
0.0056
0.0032
0.0016
0.0000
low_veg
0.0876
0.0375
0.7446
0.1285
0.0016
0.0003
tree
0.0203
0.0060
0.1160
0.8577
0.0001
0.0000
car
0.0544
0.0000
0.0000
0.0006
0.9450
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.863
0.909
0.773
0.881
0.582
--
Recall/Completeness
0.868
0.970
0.745
0.858
0.945
--
F1
0.865
0.938
0.758
0.869
0.720
--

Overall accuracy 0.852

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
0.8021
0.0267
0.1001
0.0595
0.0031
0.0084
building
0.0350
0.9293
0.0206
0.0128
0.0023
0.0001
low_veg
0.0368
0.0150
0.8210
0.1267
0.0005
0.0000
tree
0.0172
0.0055
0.1315
0.8454
0.0001
0.0005
car
0.1256
0.0056
0.0384
0.0117
0.8186
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.840
0.940
0.783
0.863
0.633
--
Recall/Completeness
0.802
0.929
0.821
0.845
0.819
--
F1
0.820
0.934
0.802
0.854
0.714
--

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_area16_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8398
0.0226
0.0892
0.0386
0.0012
0.0086
building
0.0304
0.9506
0.0107
0.0058
0.0024
0.0001
low_veg
0.0340
0.0090
0.8456
0.1109
0.0004
0.0001
tree
0.0114
0.0021
0.1185
0.8676
0.0000
0.0003
car
0.0656
0.0022
0.0303
0.0043
0.8976
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.865
0.961
0.810
0.889
0.651
--
Recall/Completeness
0.840
0.951
0.846
0.868
0.898
--
F1
0.852
0.956
0.827
0.878
0.755
--

Overall accuracy 0.872

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
0.8214
0.0281
0.0989
0.0404
0.0082
0.0029
building
0.0163
0.9468
0.0235
0.0131
0.0001
0.0002
low_veg
0.0589
0.0193
0.7438
0.1760
0.0007
0.0012
tree
0.0060
0.0015
0.0580
0.9345
0.0000
0.0000
car
0.2073
0.0220
0.0319
0.0113
0.7155
0.0120
clutter
0.9704
0.0066
0.0148
0.0012
0.0026
0.0044
Precision/Correctness
0.791
0.938
0.750
0.896
0.610
0.115
Recall/Completeness
0.821
0.947
0.744
0.934
0.716
0.004
F1
0.806
0.942
0.747
0.915
0.658
0.008

Overall accuracy 0.851

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
0.8528
0.0216
0.0928
0.0225
0.0072
0.0031
building
0.0129
0.9596
0.0184
0.0088
0.0001
0.0002
low_veg
0.0520
0.0095
0.7885
0.1481
0.0006
0.0013
tree
0.0024
0.0004
0.0453
0.9520
0.0000
0.0000
car
0.1257
0.0231
0.0234
0.0025
0.8110
0.0143
clutter
0.9797
0.0059
0.0077
0.0006
0.0025
0.0035
Precision/Correctness
0.807
0.961
0.781
0.923
0.592
0.095
Recall/Completeness
0.853
0.960
0.788
0.952
0.811
0.004
F1
0.830
0.960
0.785
0.937
0.685
0.007

Overall accuracy 0.876

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
0.8841
0.0230
0.0482
0.0350
0.0054
0.0043
building
0.0377
0.9424
0.0091
0.0068
0.0007
0.0034
low_veg
0.1080
0.0444
0.6843
0.1610
0.0005
0.0018
tree
0.0170
0.0041
0.0559
0.9228
0.0002
0.0001
car
0.3512
0.0123
0.0266
0.0093
0.5968
0.0038
clutter
--
--
--
--
--
--
Precision/Correctness
0.883
0.905
0.805
0.855
0.766
--
Recall/Completeness
0.884
0.942
0.684
0.923
0.597
--
F1
0.884
0.923
0.740
0.888
0.671
--

Overall accuracy 0.862

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
0.9165
0.0169
0.0404
0.0178
0.0038
0.0046
building
0.0307
0.9576
0.0045
0.0030
0.0005
0.0037
low_veg
0.1064
0.0314
0.7270
0.1326
0.0005
0.0020
tree
0.0067
0.0014
0.0408
0.9511
0.0000
0.0000
car
0.2698
0.0164
0.0201
0.0031
0.6862
0.0044
clutter
--
--
--
--
--
--
Precision/Correctness
0.907
0.935
0.846
0.894
0.796
--
Recall/Completeness
0.916
0.958
0.727
0.951
0.686
--
F1
0.912
0.946
0.782
0.922
0.737
--

Overall accuracy 0.895

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
0.8047
0.0393
0.1128
0.0355
0.0075
0.0002
building
0.0656
0.8837
0.0261
0.0234
0.0003
0.0010
low_veg
0.0341
0.0171
0.8747
0.0729
0.0010
0.0002
tree
0.0159
0.0095
0.1528
0.8217
0.0001
0.0000
car
0.1801
0.0005
0.0108
0.0075
0.7983
0.0027
clutter
--
--
--
--
--
--
Precision/Correctness
0.790
0.916
0.857
0.841
0.658
--
Recall/Completeness
0.805
0.884
0.875
0.822
0.798
--
F1
0.797
0.900
0.866
0.831
0.721
--

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
0.8376
0.0305
0.1016
0.0243
0.0058
0.0002
building
0.0627
0.8949
0.0196
0.0214
0.0003
0.0011
low_veg
0.0311
0.0122
0.8951
0.0605
0.0010
0.0002
tree
0.0105
0.0057
0.1330
0.8507
0.0001
0.0000
car
0.0817
0.0005
0.0039
0.0020
0.9084
0.0035
clutter
--
--
--
--
--
--
Precision/Correctness
0.812
0.940
0.879
0.866
0.650
--
Recall/Completeness
0.838
0.895
0.895
0.851
0.908
--
F1
0.824
0.917
0.887
0.858
0.758
--

Overall accuracy 0.876

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
0.9444
0.0189
0.0180
0.0091
0.0071
0.0024
building
0.0793
0.8981
0.0114
0.0089
0.0014
0.0009
low_veg
0.0997
0.0245
0.6453
0.2280
0.0008
0.0016
tree
0.0115
0.0064
0.0348
0.9470
0.0002
0.0000
car
0.2773
0.0046
0.0062
0.0071
0.6979
0.0068
clutter
0.4901
0.0654
0.0651
0.0348
0.0794
0.2652
Precision/Correctness
0.837
0.964
0.903
0.651
0.879
0.291
Recall/Completeness
0.944
0.898
0.645
0.947
0.698
0.265
F1
0.888
0.930
0.753
0.771
0.778
0.278

Overall accuracy 0.860

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
0.9669
0.0130
0.0123
0.0036
0.0020
0.0022
building
0.0634
0.9220
0.0062
0.0065
0.0012
0.0007
low_veg
0.0828
0.0138
0.6860
0.2150
0.0006
0.0018
tree
0.0054
0.0027
0.0223
0.9695
0.0000
0.0000
car
0.1824
0.0041
0.0043
0.0057
0.7957
0.0078
clutter
0.4616
0.0600
0.0480
0.0267
0.0885
0.3152
Precision/Correctness
0.873
0.979
0.938
0.681
0.935
0.293
Recall/Completeness
0.967
0.922
0.686
0.969
0.796
0.315
F1
0.918
0.950
0.793
0.800
0.860
0.304

Overall accuracy 0.892

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
0.9412
0.0124
0.0186
0.0180
0.0059
0.0039
building
0.0694
0.9100
0.0081
0.0070
0.0052
0.0003
low_veg
0.0630
0.0249
0.5605
0.3510
0.0005
0.0001
tree
0.0037
0.0093
0.0152
0.9718
0.0000
0.0000
car
0.2619
0.0032
0.0052
0.0112
0.6923
0.0262
clutter
0.4380
0.2001
0.0209
0.0123
0.1056
0.2230
Precision/Correctness
0.898
0.939
0.870
0.632
0.566
0.760
Recall/Completeness
0.941
0.910
0.561
0.972
0.692
0.223
F1
0.919
0.924
0.682
0.766
0.623
0.345

Overall accuracy 0.855

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
0.9624
0.0077
0.0137
0.0085
0.0042
0.0035
building
0.0645
0.9225
0.0043
0.0034
0.0050
0.0003
low_veg
0.0427
0.0118
0.6077
0.3374
0.0003
0.0001
tree
0.0008
0.0076
0.0108
0.9807
0.0000
0.0000
car
0.1739
0.0009
0.0057
0.0073
0.7809
0.0313
clutter
0.4142
0.2088
0.0154
0.0053
0.1097
0.2466
Precision/Correctness
0.918
0.958
0.905
0.672
0.561
0.777
Recall/Completeness
0.962
0.923
0.608
0.981
0.781
0.247
F1
0.940
0.940
0.727
0.797
0.653
0.374

Overall accuracy 0.883

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
0.9677
0.0063
0.0084
0.0056
0.0094
0.0027
building
0.1072
0.8689
0.0070
0.0038
0.0087
0.0043
low_veg
0.0505
0.0032
0.8862
0.0585
0.0008
0.0007
tree
0.0259
0.0022
0.0511
0.9196
0.0011
0.0000
car
0.1631
0.1367
0.0139
0.0084
0.6695
0.0085
clutter
0.3837
0.1130
0.0501
0.0195
0.0474
0.3863
Precision/Correctness
0.865
0.953
0.909
0.890
0.753
0.831
Recall/Completeness
0.968
0.869
0.886
0.920
0.669
0.386
F1
0.913
0.909
0.898
0.905
0.709
0.528

Overall accuracy 0.892

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
0.9817
0.0041
0.0064
0.0013
0.0047
0.0018
building
0.0961
0.8879
0.0037
0.0007
0.0079
0.0037
low_veg
0.0274
0.0012
0.9238
0.0474
0.0002
0.0000
tree
0.0087
0.0003
0.0403
0.9504
0.0003
0.0000
car
0.0951
0.1531
0.0086
0.0026
0.7315
0.0091
clutter
0.3296
0.1255
0.0538
0.0118
0.0479
0.4314
Precision/Correctness
0.893
0.963
0.933
0.927
0.789
0.865
Recall/Completeness
0.982
0.888
0.924
0.950
0.731
0.431
F1
0.936
0.924
0.929
0.938
0.759
0.576

Overall accuracy 0.918

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
0.9732
0.0045
0.0063
0.0037
0.0028
0.0095
building
0.1212
0.7911
0.0130
0.0655
0.0044
0.0049
low_veg
0.0772
0.0150
0.8253
0.0777
0.0024
0.0023
tree
0.0349
0.0049
0.1275
0.8317
0.0001
0.0008
car
0.2888
0.0186
0.0066
0.0049
0.6564
0.0246
clutter
0.3498
0.0583
0.0017
0.0019
0.0621
0.5261
Precision/Correctness
0.836
0.966
0.866
0.728
0.580
0.830
Recall/Completeness
0.973
0.791
0.825
0.832
0.656
0.526
F1
0.900
0.870
0.845
0.776
0.616
0.644

Overall accuracy 0.855

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
0.9849
0.0029
0.0028
0.0008
0.0016
0.0069
building
0.1129
0.8042
0.0095
0.0654
0.0038
0.0042
low_veg
0.0456
0.0105
0.8630
0.0768
0.0020
0.0022
tree
0.0141
0.0027
0.1174
0.8652
0.0001
0.0004
car
0.1772
0.0254
0.0035
0.0032
0.7664
0.0243
clutter
0.3069
0.0612
0.0012
0.0007
0.0653
0.5648
Precision/Correctness
0.864
0.975
0.890
0.737
0.588
0.862
Recall/Completeness
0.985
0.804
0.863
0.865
0.766
0.565
F1
0.921
0.881
0.876
0.796
0.665
0.682

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_area35_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8869
0.0343
0.0583
0.0177
0.0019
0.0008
building
0.0546
0.9222
0.0167
0.0039
0.0025
0.0001
low_veg
0.0623
0.0129
0.7059
0.2179
0.0008
0.0002
tree
0.0252
0.0052
0.1186
0.8508
0.0001
0.0000
car
0.3030
0.0371
0.0082
0.0064
0.6451
0.0002
clutter
--
--
--
--
--
--
Precision/Correctness
0.853
0.949
0.789
0.770
0.778
--
Recall/Completeness
0.887
0.922
0.706
0.851
0.645
--
F1
0.870
0.935
0.745
0.808
0.705
--

Overall accuracy 0.841

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
0.9267
0.0304
0.0365
0.0042
0.0013
0.0009
building
0.0403
0.9508
0.0057
0.0008
0.0023
0.0000
low_veg
0.0466
0.0070
0.7338
0.2118
0.0007
0.0001
tree
0.0074
0.0012
0.0935
0.8978
0.0000
0.0000
car
0.1980
0.0446
0.0034
0.0018
0.7519
0.0003
clutter
--
--
--
--
--
--
Precision/Correctness
0.899
0.965
0.849
0.794
0.793
--
Recall/Completeness
0.927
0.951
0.734
0.898
0.752
--
F1
0.913
0.958
0.787
0.843
0.772
--

Overall accuracy 0.879

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
0.9083
0.0277
0.0385
0.0179
0.0037
0.0038
building
0.0413
0.9192
0.0255
0.0126
0.0011
0.0003
low_veg
0.0468
0.0113
0.8296
0.1116
0.0004
0.0003
tree
0.0175
0.0058
0.0939
0.8826
0.0001
0.0000
car
0.2682
0.0381
0.0388
0.0085
0.6423
0.0041
clutter
--
--
--
--
--
--
Precision/Correctness
0.892
0.951
0.868
0.814
0.813
--
Recall/Completeness
0.908
0.919
0.830
0.883
0.642
--
F1
0.900
0.935
0.848
0.847
0.718
--

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_area38_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.9363
0.0261
0.0251
0.0061
0.0024
0.0040
building
0.0311
0.9462
0.0133
0.0081
0.0010
0.0002
low_veg
0.0329
0.0064
0.8679
0.0922
0.0003
0.0003
tree
0.0084
0.0039
0.0743
0.9133
0.0001
0.0000
car
0.1743
0.0453
0.0281
0.0022
0.7463
0.0038
clutter
--
--
--
--
--
--
Precision/Correctness
0.926
0.962
0.907
0.855
0.846
--
Recall/Completeness
0.936
0.946
0.868
0.913
0.746
--
F1
0.931
0.954
0.887
0.883
0.793
--

Overall accuracy 0.914

Red/green image, indicating wrongly classified pixels


Original, resized true ortho image for better comparison


Classified image