Detailled semantic labeling (2D) result


Name K. Nogueira et al.
Affiliation Universidade Federal de Minas Gerais, Brazil
Abbreviation UFMG_2
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
0.897
0.035
0.046
0.015
0.004
0.002
building
0.064
0.910
0.019
0.007
0.000
0.000
low_veg
0.056
0.024
0.771
0.149
0.000
0.000
tree
0.021
0.008
0.097
0.874
0.000
0.000
car
0.273
0.050
0.020
0.006
0.648
0.003
clutter
0.394
0.257
0.025
0.010
0.029
0.286
Precision/Correctness
0.861
0.922
0.806
0.838
0.830
0.760
Recall/Completeness
0.897
0.910
0.771
0.874
0.648
0.286
F1
0.879
0.916
0.788
0.856
0.728
0.415

Overall accuracy 0.859

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
0.922
0.028
0.038
0.007
0.002
0.002
building
0.056
0.926
0.012
0.004
0.000
0.000
low_veg
0.043
0.016
0.807
0.133
0.000
0.000
tree
0.009
0.005
0.082
0.904
0.000
0.000
car
0.179
0.059
0.016
0.003
0.739
0.004
clutter
0.366
0.276
0.021
0.004
0.030
0.303
Precision/Correctness
0.891
0.943
0.840
0.867
0.866
0.771
Recall/Completeness
0.922
0.926
0.807
0.904
0.739
0.303
F1
0.906
0.934
0.824
0.885
0.798
0.435

Overall accuracy 0.888
=============================================================

Tile top_mosaic_09cm_area2_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.9366
0.0108
0.0372
0.0111
0.0040
0.0004
building
0.0328
0.9365
0.0282
0.0026
0.0000
0.0000
low_veg
0.0626
0.0220
0.7571
0.1581
0.0003
0.0000
tree
0.0288
0.0122
0.1194
0.8387
0.0001
0.0007
car
0.3682
0.0084
0.0079
0.0018
0.6137
0.0000
clutter
0.5493
0.0047
0.0013
0.0199
0.0000
0.4248
Precision/Correctness
0.836
0.950
0.803
0.830
0.898
0.968
Recall/Completeness
0.937
0.936
0.757
0.839
0.614
0.425
F1
0.884
0.943
0.779
0.834
0.729
0.590

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_area2_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.9606
0.0076
0.0260
0.0029
0.0026
0.0003
building
0.0241
0.9587
0.0166
0.0006
0.0000
0.0000
low_veg
0.0460
0.0151
0.7858
0.1528
0.0003
0.0000
tree
0.0134
0.0097
0.1054
0.8711
0.0000
0.0002
car
0.2379
0.0102
0.0069
0.0008
0.7442
0.0000
clutter
0.5636
0.0048
0.0013
0.0055
0.0000
0.4247
Precision/Correctness
0.874
0.965
0.837
0.853
0.927
0.983
Recall/Completeness
0.961
0.959
0.786
0.871
0.744
0.425
F1
0.915
0.962
0.810
0.862
0.826
0.593

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_area4_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8953
0.0828
0.0132
0.0035
0.0051
0.0001
building
0.0451
0.9453
0.0075
0.0015
0.0003
0.0002
low_veg
0.1494
0.0668
0.5054
0.2751
0.0033
0.0000
tree
0.0556
0.0223
0.0899
0.8320
0.0002
0.0000
car
0.3475
0.0160
0.0019
0.0010
0.6333
0.0002
clutter
--
--
--
--
--
--
Precision/Correctness
0.868
0.949
0.645
0.738
0.834
--
Recall/Completeness
0.895
0.945
0.505
0.832
0.633
--
F1
0.881
0.947
0.567
0.782
0.720
--

Overall accuracy 0.899

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
0.9220
0.0631
0.0104
0.0010
0.0034
0.0002
building
0.0324
0.9598
0.0063
0.0009
0.0002
0.0003
low_veg
0.1092
0.0340
0.5520
0.3022
0.0027
0.0000
tree
0.0258
0.0095
0.0867
0.8780
0.0000
0.0000
car
0.2560
0.0126
0.0008
0.0000
0.7304
0.0002
clutter
--
--
--
--
--
--
Precision/Correctness
0.905
0.966
0.672
0.761
0.870
--
Recall/Completeness
0.922
0.960
0.552
0.878
0.730
--
F1
0.914
0.963
0.606
0.815
0.794
--

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_area6_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8951
0.0629
0.0332
0.0057
0.0030
0.0002
building
0.0326
0.9502
0.0146
0.0025
0.0001
0.0000
low_veg
0.0876
0.0563
0.6751
0.1805
0.0005
0.0000
tree
0.0160
0.0080
0.0596
0.9165
0.0000
0.0000
car
0.3544
0.0212
0.0028
0.0010
0.6199
0.0007
clutter
--
--
--
--
--
--
Precision/Correctness
0.882
0.927
0.703
0.924
0.920
--
Recall/Completeness
0.895
0.950
0.675
0.916
0.620
--
F1
0.888
0.939
0.689
0.920
0.741
--

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_area6_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.9250
0.0474
0.0250
0.0011
0.0013
0.0002
building
0.0232
0.9652
0.0107
0.0009
0.0000
0.0000
low_veg
0.0680
0.0417
0.7249
0.1654
0.0001
0.0000
tree
0.0052
0.0038
0.0481
0.9429
0.0000
0.0000
car
0.2435
0.0193
0.0017
0.0001
0.7348
0.0006
clutter
--
--
--
--
--
--
Precision/Correctness
0.923
0.951
0.744
0.944
0.964
--
Recall/Completeness
0.925
0.965
0.725
0.943
0.735
--
F1
0.924
0.958
0.734
0.943
0.834
--

Overall accuracy 0.922

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
0.8872
0.0324
0.0708
0.0066
0.0028
0.0001
building
0.0290
0.9514
0.0169
0.0026
0.0001
0.0000
low_veg
0.0512
0.0167
0.8847
0.0469
0.0005
0.0001
tree
0.0269
0.0089
0.1003
0.8639
0.0000
0.0000
car
0.3334
0.0121
0.0209
0.0049
0.6286
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.906
0.933
0.775
0.945
0.915
--
Recall/Completeness
0.887
0.951
0.885
0.864
0.629
--
F1
0.897
0.942
0.826
0.903
0.745
--

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_area8_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.9114
0.0265
0.0590
0.0016
0.0013
0.0002
building
0.0187
0.9707
0.0095
0.0010
0.0001
0.0000
low_veg
0.0355
0.0088
0.9185
0.0371
0.0001
0.0001
tree
0.0112
0.0045
0.0793
0.9051
0.0000
0.0000
car
0.2351
0.0124
0.0130
0.0032
0.7362
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.944
0.954
0.817
0.965
0.954
--
Recall/Completeness
0.911
0.971
0.919
0.905
0.736
--
F1
0.927
0.962
0.865
0.934
0.831
--

Overall accuracy 0.923

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
0.8403
0.0782
0.0469
0.0196
0.0025
0.0125
building
0.0131
0.9611
0.0137
0.0115
0.0005
0.0000
low_veg
0.0735
0.0391
0.7312
0.1543
0.0006
0.0013
tree
0.0131
0.0104
0.0607
0.9158
0.0000
0.0000
car
0.2535
0.0494
0.0177
0.0028
0.6766
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.939
0.854
0.794
0.835
0.804
--
Recall/Completeness
0.840
0.961
0.731
0.916
0.677
--
F1
0.887
0.905
0.761
0.873
0.735
--

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_area10_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8732
0.0641
0.0399
0.0080
0.0013
0.0135
building
0.0081
0.9738
0.0095
0.0082
0.0003
0.0000
low_veg
0.0694
0.0249
0.7819
0.1217
0.0007
0.0014
tree
0.0053
0.0051
0.0466
0.9430
0.0000
0.0000
car
0.1675
0.0526
0.0173
0.0005
0.7621
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.956
0.886
0.830
0.880
0.853
--
Recall/Completeness
0.873
0.974
0.782
0.943
0.762
--
F1
0.913
0.928
0.805
0.911
0.805
--

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_area12_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8499
0.0437
0.0635
0.0391
0.0038
0.0001
building
0.1701
0.8074
0.0144
0.0060
0.0020
0.0001
low_veg
0.0418
0.0318
0.7207
0.2055
0.0002
0.0000
tree
0.0081
0.0081
0.0966
0.8872
0.0000
0.0000
car
0.2202
0.0000
0.0284
0.0089
0.7426
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.712
0.893
0.814
0.832
0.793
--
Recall/Completeness
0.850
0.807
0.721
0.887
0.743
--
F1
0.775
0.848
0.765
0.859
0.767
--

Overall accuracy 0.817

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
0.8788
0.0404
0.0568
0.0223
0.0015
0.0001
building
0.1792
0.8092
0.0076
0.0017
0.0022
0.0002
low_veg
0.0394
0.0224
0.7580
0.1801
0.0001
0.0000
tree
0.0034
0.0036
0.0839
0.9091
0.0000
0.0000
car
0.1227
0.0000
0.0211
0.0034
0.8529
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.725
0.921
0.840
0.861
0.824
--
Recall/Completeness
0.879
0.809
0.758
0.909
0.853
--
F1
0.794
0.862
0.797
0.884
0.838
--

Overall accuracy 0.842

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
0.8467
0.0383
0.0733
0.0339
0.0048
0.0029
building
0.0191
0.9581
0.0182
0.0044
0.0001
0.0000
low_veg
0.0881
0.0525
0.7173
0.1413
0.0006
0.0001
tree
0.0284
0.0129
0.1369
0.8218
0.0000
0.0000
car
0.1372
0.0000
0.0024
0.0062
0.8543
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.845
0.864
0.735
0.861
0.637
--
Recall/Completeness
0.847
0.958
0.717
0.822
0.854
--
F1
0.846
0.909
0.726
0.841
0.730
--

Overall accuracy 0.825

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
0.8669
0.0334
0.0682
0.0244
0.0039
0.0031
building
0.0135
0.9753
0.0097
0.0015
0.0001
0.0000
low_veg
0.0822
0.0374
0.7501
0.1296
0.0006
0.0001
tree
0.0201
0.0062
0.1253
0.8484
0.0000
0.0000
car
0.0417
0.0000
0.0012
0.0023
0.9547
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.872
0.898
0.757
0.883
0.634
--
Recall/Completeness
0.867
0.975
0.750
0.848
0.955
--
F1
0.869
0.935
0.753
0.865
0.762
--

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_area16_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.7852
0.0358
0.1152
0.0549
0.0032
0.0057
building
0.0211
0.9440
0.0247
0.0098
0.0000
0.0003
low_veg
0.0247
0.0156
0.7908
0.1689
0.0000
0.0000
tree
0.0162
0.0069
0.1321
0.8442
0.0000
0.0006
car
0.1006
0.0070
0.0450
0.0130
0.8344
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.876
0.930
0.768
0.837
0.790
--
Recall/Completeness
0.785
0.944
0.791
0.844
0.834
--
F1
0.828
0.937
0.779
0.841
0.812
--

Overall accuracy 0.837

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
0.8215
0.0315
0.1051
0.0345
0.0015
0.0058
building
0.0177
0.9653
0.0129
0.0038
0.0000
0.0003
low_veg
0.0214
0.0094
0.8135
0.1557
0.0000
0.0000
tree
0.0097
0.0026
0.1192
0.8680
0.0000
0.0004
car
0.0303
0.0023
0.0375
0.0047
0.9252
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.904
0.953
0.796
0.860
0.862
--
Recall/Completeness
0.822
0.965
0.814
0.868
0.925
--
F1
0.861
0.959
0.804
0.864
0.892
--

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_area20_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8351
0.0369
0.0938
0.0318
0.0022
0.0001
building
0.0129
0.9497
0.0307
0.0065
0.0002
0.0000
low_veg
0.0650
0.0216
0.7661
0.1465
0.0002
0.0005
tree
0.0081
0.0031
0.0559
0.9329
0.0000
0.0000
car
0.2139
0.0285
0.1010
0.0059
0.6472
0.0035
clutter
0.1092
0.8494
0.0393
0.0005
0.0000
0.0015
Precision/Correctness
0.885
0.812
0.754
0.914
0.834
0.239
Recall/Completeness
0.835
0.950
0.766
0.933
0.647
0.002
F1
0.859
0.875
0.760
0.924
0.729
0.003

Overall accuracy 0.857

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
0.8657
0.0286
0.0883
0.0162
0.0011
0.0001
building
0.0107
0.9600
0.0261
0.0029
0.0002
0.0000
low_veg
0.0588
0.0112
0.8123
0.1169
0.0002
0.0006
tree
0.0034
0.0013
0.0437
0.9517
0.0000
0.0000
car
0.1398
0.0371
0.0877
0.0002
0.7300
0.0053
clutter
0.1024
0.8718
0.0242
0.0000
0.0000
0.0016
Precision/Correctness
0.909
0.829
0.784
0.940
0.878
0.239
Recall/Completeness
0.866
0.960
0.812
0.952
0.730
0.002
F1
0.887
0.889
0.798
0.946
0.797
0.003

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_area22_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8882
0.0296
0.0501
0.0273
0.0047
0.0001
building
0.0250
0.9579
0.0114
0.0056
0.0001
0.0000
low_veg
0.1007
0.0448
0.7068
0.1472
0.0001
0.0004
tree
0.0223
0.0047
0.0534
0.9194
0.0001
0.0000
car
0.3072
0.0301
0.0444
0.0078
0.6100
0.0006
clutter
--
--
--
--
--
--
Precision/Correctness
0.891
0.894
0.808
0.870
0.808
--
Recall/Completeness
0.888
0.958
0.707
0.919
0.610
--
F1
0.890
0.925
0.754
0.894
0.695
--

Overall accuracy 0.870

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
0.9195
0.0227
0.0428
0.0121
0.0028
0.0001
building
0.0181
0.9735
0.0060
0.0023
0.0000
0.0000
low_veg
0.0983
0.0313
0.7510
0.1189
0.0000
0.0004
tree
0.0091
0.0015
0.0384
0.9509
0.0000
0.0000
car
0.2198
0.0394
0.0373
0.0021
0.7011
0.0003
clutter
--
--
--
--
--
--
Precision/Correctness
0.917
0.925
0.848
0.908
0.860
--
Recall/Completeness
0.920
0.973
0.751
0.951
0.701
--
F1
0.918
0.949
0.797
0.929
0.772
--

Overall accuracy 0.904

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
0.7966
0.0369
0.1259
0.0348
0.0057
0.0001
building
0.0585
0.8874
0.0389
0.0145
0.0004
0.0003
low_veg
0.0245
0.0210
0.8530
0.1010
0.0003
0.0001
tree
0.0155
0.0094
0.1521
0.8229
0.0000
0.0001
car
0.2027
0.0012
0.0073
0.0033
0.7855
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.818
0.911
0.845
0.809
0.737
--
Recall/Completeness
0.797
0.887
0.853
0.823
0.785
--
F1
0.807
0.899
0.849
0.816
0.760
--

Overall accuracy 0.843

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
0.8290
0.0281
0.1147
0.0242
0.0040
0.0001
building
0.0555
0.8997
0.0316
0.0124
0.0005
0.0003
low_veg
0.0216
0.0163
0.8717
0.0900
0.0003
0.0001
tree
0.0098
0.0057
0.1326
0.8518
0.0000
0.0001
car
0.1118
0.0014
0.0027
0.0008
0.8833
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.841
0.933
0.868
0.830
0.751
--
Recall/Completeness
0.829
0.900
0.872
0.852
0.883
--
F1
0.835
0.916
0.870
0.841
0.812
--

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_area27_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.9309
0.0327
0.0234
0.0064
0.0064
0.0002
building
0.0601
0.9213
0.0151
0.0031
0.0003
0.0001
low_veg
0.0798
0.0250
0.6976
0.1975
0.0001
0.0000
tree
0.0165
0.0072
0.0440
0.9320
0.0002
0.0000
car
0.2952
0.0116
0.0095
0.0060
0.6764
0.0014
clutter
0.7065
0.0625
0.1237
0.0140
0.0347
0.0587
Precision/Correctness
0.857
0.951
0.885
0.690
0.907
0.509
Recall/Completeness
0.931
0.921
0.698
0.932
0.676
0.059
F1
0.892
0.936
0.780
0.793
0.775
0.105

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_area27_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.9538
0.0251
0.0172
0.0022
0.0016
0.0001
building
0.0469
0.9431
0.0088
0.0010
0.0002
0.0001
low_veg
0.0601
0.0140
0.7407
0.1851
0.0000
0.0000
tree
0.0082
0.0029
0.0298
0.9590
0.0000
0.0000
car
0.2002
0.0122
0.0088
0.0046
0.7724
0.0018
clutter
0.7112
0.0499
0.1157
0.0085
0.0437
0.0711
Precision/Correctness
0.895
0.968
0.921
0.721
0.967
0.534
Recall/Completeness
0.954
0.943
0.741
0.959
0.772
0.071
F1
0.923
0.955
0.821
0.823
0.859
0.125

Overall accuracy 0.904

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
0.9339
0.0166
0.0267
0.0144
0.0068
0.0016
building
0.0752
0.9063
0.0123
0.0058
0.0004
0.0000
low_veg
0.0532
0.0254
0.5965
0.3244
0.0005
0.0000
tree
0.0056
0.0168
0.0193
0.9583
0.0000
0.0000
car
0.2498
0.0038
0.0096
0.0102
0.7089
0.0177
clutter
0.4983
0.2694
0.0163
0.0162
0.0545
0.1452
Precision/Correctness
0.894
0.923
0.835
0.651
0.669
0.826
Recall/Completeness
0.934
0.906
0.596
0.958
0.709
0.145
F1
0.913
0.914
0.696
0.775
0.689
0.247

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_area29_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.9551
0.0108
0.0206
0.0066
0.0055
0.0014
building
0.0712
0.9183
0.0073
0.0028
0.0004
0.0000
low_veg
0.0297
0.0121
0.6463
0.3114
0.0005
0.0000
tree
0.0015
0.0156
0.0139
0.9690
0.0000
0.0000
car
0.1605
0.0022
0.0098
0.0065
0.7994
0.0216
clutter
0.4817
0.2790
0.0129
0.0069
0.0569
0.1627
Precision/Correctness
0.914
0.943
0.873
0.689
0.667
0.843
Recall/Completeness
0.955
0.918
0.646
0.969
0.799
0.163
F1
0.934
0.931
0.743
0.806
0.727
0.273

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_area31_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.9638
0.0098
0.0111
0.0044
0.0088
0.0020
building
0.2138
0.7710
0.0081
0.0021
0.0029
0.0021
low_veg
0.0413
0.0039
0.9148
0.0388
0.0002
0.0010
tree
0.0349
0.0040
0.0698
0.8908
0.0004
0.0001
car
0.1560
0.2199
0.0213
0.0105
0.5850
0.0072
clutter
0.3434
0.2563
0.0571
0.0140
0.0297
0.2995
Precision/Correctness
0.813
0.909
0.888
0.919
0.798
0.849
Recall/Completeness
0.964
0.771
0.915
0.891
0.585
0.299
F1
0.882
0.834
0.901
0.905
0.675
0.443

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_area31_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.9781
0.0064
0.0085
0.0009
0.0046
0.0015
building
0.2086
0.7836
0.0034
0.0004
0.0023
0.0017
low_veg
0.0202
0.0020
0.9483
0.0292
0.0000
0.0002
tree
0.0121
0.0006
0.0554
0.9318
0.0000
0.0000
car
0.0949
0.2524
0.0164
0.0051
0.6236
0.0076
clutter
0.2845
0.2908
0.0602
0.0057
0.0289
0.3299
Precision/Correctness
0.833
0.923
0.918
0.952
0.843
0.882
Recall/Completeness
0.978
0.784
0.948
0.932
0.624
0.330
F1
0.900
0.848
0.933
0.942
0.717
0.480

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_area33_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.9784
0.0060
0.0088
0.0018
0.0018
0.0031
building
0.2123
0.7212
0.0241
0.0383
0.0004
0.0036
low_veg
0.0766
0.0079
0.8639
0.0498
0.0005
0.0012
tree
0.0494
0.0155
0.1504
0.7847
0.0000
0.0000
car
0.2538
0.0201
0.0192
0.0026
0.6898
0.0145
clutter
0.4035
0.0885
0.0037
0.0012
0.0444
0.4587
Precision/Correctness
0.784
0.953
0.833
0.808
0.729
0.905
Recall/Completeness
0.978
0.721
0.864
0.785
0.690
0.459
F1
0.871
0.821
0.848
0.796
0.709
0.609

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_area33_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.9888
0.0039
0.0047
0.0002
0.0008
0.0016
building
0.2081
0.7306
0.0199
0.0378
0.0004
0.0032
low_veg
0.0433
0.0050
0.9014
0.0487
0.0005
0.0013
tree
0.0224
0.0128
0.1393
0.8255
0.0000
0.0000
car
0.1464
0.0276
0.0197
0.0009
0.7885
0.0170
clutter
0.3624
0.0913
0.0030
0.0006
0.0489
0.4937
Precision/Correctness
0.807
0.963
0.859
0.818
0.727
0.927
Recall/Completeness
0.989
0.731
0.901
0.826
0.788
0.494
F1
0.889
0.831
0.880
0.821
0.757
0.644

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_area35_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8721
0.0411
0.0725
0.0133
0.0009
0.0002
building
0.0483
0.9266
0.0222
0.0026
0.0003
0.0000
low_veg
0.0503
0.0129
0.7234
0.2134
0.0000
0.0000
tree
0.0335
0.0076
0.1269
0.8319
0.0001
0.0000
car
0.3230
0.0457
0.0258
0.0046
0.6008
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.860
0.940
0.769
0.774
0.932
--
Recall/Completeness
0.872
0.927
0.723
0.832
0.601
--
F1
0.866
0.933
0.745
0.802
0.731
--

Overall accuracy 0.838

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
0.9083
0.0373
0.0514
0.0026
0.0002
0.0003
building
0.0358
0.9545
0.0092
0.0003
0.0003
0.0000
low_veg
0.0337
0.0073
0.7503
0.2088
0.0000
0.0000
tree
0.0104
0.0032
0.1016
0.8849
0.0000
0.0000
car
0.2031
0.0602
0.0197
0.0006
0.7164
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.911
0.957
0.827
0.796
0.970
--
Recall/Completeness
0.908
0.954
0.750
0.885
0.716
--
F1
0.910
0.956
0.787
0.838
0.824
--

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_area38_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8953
0.0328
0.0510
0.0138
0.0042
0.0029
building
0.0317
0.9247
0.0355
0.0075
0.0003
0.0002
low_veg
0.0392
0.0125
0.8375
0.1105
0.0004
0.0000
tree
0.0229
0.0059
0.1026
0.8685
0.0001
0.0000
car
0.2328
0.0325
0.0623
0.0085
0.6639
0.0001
clutter
--
--
--
--
--
--
Precision/Correctness
0.903
0.945
0.844
0.822
0.828
--
Recall/Completeness
0.895
0.925
0.837
0.868
0.664
--
F1
0.899
0.935
0.841
0.845
0.737
--

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: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.9212
0.0312
0.0373
0.0046
0.0026
0.0032
building
0.0226
0.9518
0.0219
0.0033
0.0003
0.0001
low_veg
0.0239
0.0072
0.8774
0.0913
0.0002
0.0000
tree
0.0084
0.0033
0.0855
0.9028
0.0000
0.0000
car
0.1521
0.0388
0.0452
0.0037
0.7600
0.0002
clutter
--
--
--
--
--
--
Precision/Correctness
0.942
0.957
0.882
0.862
0.869
--
Recall/Completeness
0.921
0.952
0.877
0.903
0.760
--
F1
0.931
0.954
0.880
0.882
0.811
--

Overall accuracy 0.913

Red/green image, indicating wrongly classified pixels


Original, resized true ortho image for better comparison


Classified image