Detailled semantic labeling (2D) result


Name K. Chen et al.
Affiliation Chinese Academy of Sciences, Institute of Electronics, China
Abbreviation CASIE2
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
0.895
0.030
0.050
0.017
0.008
0.000
building
0.050
0.919
0.023
0.005
0.001
0.001
low_veg
0.054
0.024
0.772
0.149
0.000
0.000
tree
0.021
0.007
0.090
0.882
0.000
0.000
car
0.305
0.023
0.009
0.004
0.655
0.004
clutter
0.517
0.108
0.012
0.015
0.096
0.252
Precision/Correctness
0.867
0.936
0.805
0.838
0.710
0.776
Recall/Completeness
0.895
0.919
0.772
0.882
0.655
0.252
F1
0.881
0.928
0.788
0.859
0.681
0.380

Overall accuracy 0.863

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
0.023
0.042
0.009
0.005
0.000
building
0.043
0.936
0.017
0.002
0.001
0.001
low_veg
0.043
0.015
0.808
0.134
0.000
0.000
tree
0.010
0.003
0.075
0.912
0.000
0.000
car
0.225
0.025
0.006
0.002
0.737
0.005
clutter
0.498
0.108
0.008
0.012
0.099
0.274
Precision/Correctness
0.897
0.957
0.837
0.867
0.736
0.793
Recall/Completeness
0.920
0.936
0.808
0.912
0.737
0.274
F1
0.909
0.946
0.822
0.889
0.737
0.408

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
0.9330
0.0101
0.0346
0.0126
0.0096
0.0001
building
0.0323
0.9301
0.0336
0.0040
0.0000
0.0000
low_veg
0.0758
0.0203
0.7380
0.1655
0.0004
0.0000
tree
0.0282
0.0052
0.0874
0.8775
0.0002
0.0016
car
0.2962
0.0013
0.0002
0.0009
0.7014
0.0000
clutter
0.0000
0.0000
0.0027
0.0089
0.0000
0.9884
Precision/Correctness
0.862
0.960
0.826
0.829
0.811
0.978
Recall/Completeness
0.933
0.930
0.738
0.877
0.701
0.988
F1
0.896
0.945
0.780
0.852
0.752
0.983

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_area2_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.9586
0.0063
0.0246
0.0038
0.0066
0.0001
building
0.0249
0.9491
0.0244
0.0016
0.0000
0.0000
low_veg
0.0596
0.0117
0.7707
0.1577
0.0003
0.0000
tree
0.0133
0.0021
0.0750
0.9088
0.0000
0.0007
car
0.1967
0.0002
0.0000
0.0001
0.8030
0.0000
clutter
0.0000
0.0000
0.0015
0.0010
0.0000
0.9976
Precision/Correctness
0.901
0.979
0.858
0.853
0.850
0.990
Recall/Completeness
0.959
0.949
0.771
0.909
0.803
0.998
F1
0.929
0.964
0.812
0.880
0.826
0.994

Overall accuracy 0.898

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
0.9209
0.0584
0.0087
0.0051
0.0070
0.0000
building
0.0500
0.9382
0.0078
0.0013
0.0012
0.0014
low_veg
0.1143
0.1027
0.5511
0.2317
0.0002
0.0000
tree
0.0420
0.0240
0.1046
0.8285
0.0009
0.0000
car
0.3952
0.0359
0.0026
0.0021
0.5642
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.868
0.958
0.673
0.760
0.747
--
Recall/Completeness
0.921
0.938
0.551
0.828
0.564
--
F1
0.894
0.948
0.606
0.793
0.643
--

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_area4_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.9479
0.0389
0.0063
0.0020
0.0049
0.0000
building
0.0366
0.9535
0.0068
0.0005
0.0012
0.0015
low_veg
0.0763
0.0704
0.6031
0.2502
0.0000
0.0000
tree
0.0173
0.0118
0.0977
0.8727
0.0005
0.0000
car
0.3106
0.0307
0.0004
0.0011
0.6572
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.904
0.974
0.700
0.790
0.773
--
Recall/Completeness
0.948
0.953
0.603
0.873
0.657
--
F1
0.925
0.964
0.648
0.829
0.710
--

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_area6_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8855
0.0508
0.0407
0.0109
0.0106
0.0015
building
0.0341
0.9394
0.0212
0.0029
0.0002
0.0022
low_veg
0.0679
0.0485
0.7423
0.1397
0.0004
0.0012
tree
0.0146
0.0054
0.0787
0.9009
0.0003
0.0001
car
0.2894
0.0237
0.0094
0.0014
0.6761
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.891
0.939
0.663
0.933
0.792
--
Recall/Completeness
0.886
0.939
0.742
0.901
0.676
--
F1
0.888
0.939
0.700
0.917
0.730
--

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_area6_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.9218
0.0341
0.0317
0.0050
0.0060
0.0014
building
0.0265
0.9535
0.0168
0.0011
0.0000
0.0021
low_veg
0.0512
0.0329
0.7927
0.1223
0.0001
0.0008
tree
0.0050
0.0016
0.0655
0.9278
0.0001
0.0000
car
0.2134
0.0214
0.0087
0.0001
0.7564
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.927
0.963
0.699
0.953
0.857
--
Recall/Completeness
0.922
0.953
0.793
0.928
0.756
--
F1
0.924
0.958
0.743
0.940
0.804
--

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_area8_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8846
0.0273
0.0688
0.0115
0.0078
0.0000
building
0.0260
0.9559
0.0150
0.0032
0.0000
0.0000
low_veg
0.0497
0.0176
0.8440
0.0883
0.0004
0.0000
tree
0.0261
0.0083
0.0755
0.8901
0.0000
0.0000
car
0.3093
0.0050
0.0280
0.0038
0.6522
0.0017
clutter
--
--
--
--
--
--
Precision/Correctness
0.911
0.940
0.792
0.907
0.813
--
Recall/Completeness
0.885
0.956
0.844
0.890
0.652
--
F1
0.897
0.948
0.817
0.899
0.724
--

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_area8_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.9100
0.0209
0.0598
0.0047
0.0045
0.0000
building
0.0169
0.9747
0.0074
0.0009
0.0000
0.0000
low_veg
0.0351
0.0089
0.8757
0.0802
0.0001
0.0000
tree
0.0102
0.0043
0.0583
0.9272
0.0000
0.0000
car
0.2359
0.0055
0.0160
0.0031
0.7371
0.0025
clutter
--
--
--
--
--
--
Precision/Correctness
0.946
0.961
0.831
0.928
0.867
--
Recall/Completeness
0.910
0.975
0.876
0.927
0.737
--
F1
0.928
0.968
0.853
0.928
0.797
--

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_area10_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.7761
0.0793
0.1169
0.0196
0.0076
0.0004
building
0.0285
0.9452
0.0122
0.0108
0.0024
0.0009
low_veg
0.0761
0.0341
0.7131
0.1749
0.0019
0.0000
tree
0.0170
0.0091
0.0700
0.9037
0.0001
0.0000
car
0.1825
0.0168
0.0006
0.0011
0.7990
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.921
0.855
0.672
0.821
0.599
--
Recall/Completeness
0.776
0.945
0.713
0.904
0.799
--
F1
0.842
0.898
0.692
0.860
0.684
--

Overall accuracy 0.831

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
0.8039
0.0667
0.1148
0.0082
0.0059
0.0005
building
0.0230
0.9582
0.0082
0.0077
0.0020
0.0009
low_veg
0.0736
0.0200
0.7565
0.1478
0.0020
0.0000
tree
0.0079
0.0045
0.0547
0.9329
0.0000
0.0000
car
0.1006
0.0139
0.0000
0.0000
0.8855
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.939
0.885
0.691
0.861
0.600
--
Recall/Completeness
0.804
0.958
0.757
0.933
0.885
--
F1
0.866
0.920
0.722
0.896
0.716
--

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_area12_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8981
0.0210
0.0431
0.0353
0.0022
0.0003
building
0.1239
0.8269
0.0199
0.0091
0.0005
0.0197
low_veg
0.0324
0.0247
0.7391
0.2032
0.0001
0.0005
tree
0.0115
0.0074
0.0896
0.8915
0.0000
0.0001
car
0.3020
0.0014
0.0187
0.0017
0.6676
0.0085
clutter
--
--
--
--
--
--
Precision/Correctness
0.767
0.925
0.832
0.834
0.881
--
Recall/Completeness
0.898
0.827
0.739
0.891
0.668
--
F1
0.827
0.873
0.783
0.862
0.760
--

Overall accuracy 0.835

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
0.9263
0.0178
0.0350
0.0202
0.0004
0.0002
building
0.1292
0.8352
0.0114
0.0033
0.0005
0.0204
low_veg
0.0282
0.0159
0.7737
0.1817
0.0001
0.0006
tree
0.0067
0.0034
0.0737
0.9161
0.0000
0.0000
car
0.1920
0.0001
0.0205
0.0000
0.7759
0.0114
clutter
--
--
--
--
--
--
Precision/Correctness
0.785
0.951
0.863
0.861
0.939
--
Recall/Completeness
0.926
0.835
0.774
0.916
0.776
--
F1
0.850
0.890
0.816
0.888
0.850
--

Overall accuracy 0.861

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
0.7769
0.0350
0.1434
0.0384
0.0064
0.0000
building
0.0137
0.9658
0.0132
0.0064
0.0009
0.0000
low_veg
0.0695
0.0561
0.7165
0.1572
0.0006
0.0001
tree
0.0234
0.0146
0.1263
0.8357
0.0000
0.0000
car
0.1741
0.0000
0.0000
0.0048
0.8211
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.863
0.862
0.702
0.849
0.550
--
Recall/Completeness
0.777
0.966
0.717
0.836
0.821
--
F1
0.817
0.911
0.709
0.842
0.659
--

Overall accuracy 0.815

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
0.7924
0.0310
0.1430
0.0281
0.0055
0.0000
building
0.0082
0.9836
0.0049
0.0023
0.0010
0.0000
low_veg
0.0639
0.0421
0.7476
0.1458
0.0005
0.0001
tree
0.0160
0.0077
0.1147
0.8616
0.0000
0.0000
car
0.0646
0.0000
0.0000
0.0013
0.9341
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.890
0.894
0.718
0.871
0.540
--
Recall/Completeness
0.792
0.984
0.748
0.862
0.934
--
F1
0.838
0.937
0.733
0.866
0.684
--

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_area16_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8496
0.0217
0.0742
0.0505
0.0040
0.0000
building
0.0302
0.9347
0.0241
0.0107
0.0003
0.0000
low_veg
0.0240
0.0131
0.8457
0.1142
0.0003
0.0027
tree
0.0261
0.0052
0.1099
0.8587
0.0000
0.0000
car
0.1484
0.0020
0.0000
0.0014
0.8482
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.854
0.948
0.817
0.878
0.714
--
Recall/Completeness
0.850
0.935
0.846
0.859
0.848
--
F1
0.852
0.941
0.831
0.868
0.775
--

Overall accuracy 0.867

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
0.8840
0.0175
0.0636
0.0325
0.0024
0.0000
building
0.0255
0.9577
0.0123
0.0042
0.0002
0.0000
low_veg
0.0201
0.0080
0.8690
0.0998
0.0002
0.0029
tree
0.0179
0.0019
0.0958
0.8844
0.0000
0.0000
car
0.0502
0.0000
0.0000
0.0000
0.9498
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.886
0.968
0.846
0.902
0.765
--
Recall/Completeness
0.884
0.958
0.869
0.884
0.950
--
F1
0.885
0.963
0.857
0.893
0.848
--

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_area20_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8731
0.0407
0.0348
0.0398
0.0076
0.0041
building
0.0329
0.9280
0.0310
0.0073
0.0000
0.0008
low_veg
0.0772
0.0208
0.7409
0.1597
0.0010
0.0004
tree
0.0095
0.0020
0.0538
0.9348
0.0000
0.0000
car
0.1161
0.0001
0.0418
0.0063
0.8358
0.0000
clutter
0.9954
0.0004
0.0009
0.0000
0.0005
0.0028
Precision/Correctness
0.773
0.921
0.807
0.905
0.665
0.067
Recall/Completeness
0.873
0.928
0.741
0.935
0.836
0.003
F1
0.820
0.924
0.772
0.920
0.741
0.005

Overall accuracy 0.858

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
0.9013
0.0351
0.0311
0.0229
0.0053
0.0044
building
0.0291
0.9426
0.0255
0.0021
0.0000
0.0006
low_veg
0.0697
0.0119
0.7844
0.1328
0.0009
0.0004
tree
0.0040
0.0009
0.0410
0.9540
0.0000
0.0000
car
0.0408
0.0000
0.0342
0.0011
0.9239
0.0000
clutter
0.9962
0.0004
0.0007
0.0000
0.0005
0.0022
Precision/Correctness
0.791
0.942
0.839
0.931
0.688
0.056
Recall/Completeness
0.901
0.943
0.784
0.954
0.924
0.002
F1
0.843
0.942
0.811
0.942
0.789
0.004

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
0.8956
0.0213
0.0398
0.0339
0.0092
0.0001
building
0.0285
0.9451
0.0197
0.0067
0.0000
0.0000
low_veg
0.0851
0.0292
0.7077
0.1776
0.0004
0.0000
tree
0.0218
0.0039
0.0538
0.9203
0.0002
0.0000
car
0.3009
0.0174
0.0174
0.0149
0.6455
0.0039
clutter
--
--
--
--
--
--
Precision/Correctness
0.900
0.923
0.817
0.847
0.697
--
Recall/Completeness
0.896
0.945
0.708
0.920
0.645
--
F1
0.898
0.934
0.759
0.882
0.670
--

Overall accuracy 0.871

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
0.9278
0.0153
0.0325
0.0177
0.0065
0.0001
building
0.0220
0.9639
0.0113
0.0028
0.0000
0.0000
low_veg
0.0819
0.0171
0.7543
0.1464
0.0003
0.0000
tree
0.0094
0.0014
0.0404
0.9488
0.0001
0.0000
car
0.2334
0.0222
0.0152
0.0041
0.7191
0.0059
clutter
--
--
--
--
--
--
Precision/Correctness
0.924
0.952
0.858
0.886
0.726
--
Recall/Completeness
0.928
0.964
0.754
0.949
0.719
--
F1
0.926
0.958
0.803
0.917
0.723
--

Overall accuracy 0.905

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
0.7858
0.0371
0.1196
0.0469
0.0106
0.0000
building
0.0376
0.8958
0.0520
0.0146
0.0000
0.0000
low_veg
0.0247
0.0226
0.8693
0.0831
0.0003
0.0000
tree
0.0143
0.0087
0.1466
0.8302
0.0002
0.0000
car
0.1902
0.0000
0.0018
0.0028
0.8052
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.841
0.909
0.847
0.828
0.637
--
Recall/Completeness
0.786
0.896
0.869
0.830
0.805
--
F1
0.813
0.902
0.858
0.829
0.711
--

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_area24_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8184
0.0267
0.1114
0.0345
0.0090
0.0000
building
0.0345
0.9091
0.0448
0.0115
0.0000
0.0000
low_veg
0.0222
0.0184
0.8875
0.0716
0.0003
0.0000
tree
0.0080
0.0050
0.1282
0.8586
0.0002
0.0000
car
0.0951
0.0000
0.0007
0.0000
0.9042
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.866
0.932
0.868
0.853
0.626
--
Recall/Completeness
0.818
0.909
0.887
0.859
0.904
--
F1
0.842
0.920
0.878
0.856
0.740
--

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_area27_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.9220
0.0278
0.0279
0.0084
0.0139
0.0000
building
0.0548
0.9234
0.0168
0.0045
0.0003
0.0002
low_veg
0.0872
0.0291
0.6810
0.2022
0.0006
0.0000
tree
0.0093
0.0116
0.0429
0.9357
0.0004
0.0001
car
0.2912
0.0060
0.0033
0.0049
0.6938
0.0008
clutter
0.6909
0.1185
0.0328
0.0198
0.1305
0.0075
Precision/Correctness
0.859
0.952
0.874
0.681
0.819
0.137
Recall/Completeness
0.922
0.923
0.681
0.936
0.694
0.007
F1
0.889
0.938
0.765
0.788
0.751
0.014

Overall accuracy 0.867

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
0.9500
0.0179
0.0217
0.0033
0.0071
0.0000
building
0.0434
0.9434
0.0110
0.0018
0.0002
0.0002
low_veg
0.0708
0.0164
0.7245
0.1879
0.0004
0.0000
tree
0.0028
0.0059
0.0286
0.9623
0.0002
0.0001
car
0.2015
0.0043
0.0024
0.0031
0.7877
0.0010
clutter
0.7193
0.1127
0.0209
0.0101
0.1265
0.0104
Precision/Correctness
0.894
0.973
0.908
0.716
0.879
0.145
Recall/Completeness
0.950
0.943
0.725
0.962
0.788
0.010
F1
0.921
0.958
0.806
0.821
0.831
0.019

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_area29_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.9372
0.0159
0.0251
0.0126
0.0090
0.0001
building
0.0140
0.9229
0.0579
0.0052
0.0000
0.0000
low_veg
0.0602
0.0227
0.6378
0.2788
0.0005
0.0000
tree
0.0071
0.0020
0.0272
0.9637
0.0000
0.0000
car
0.3551
0.0019
0.0046
0.0109
0.6275
0.0000
clutter
0.5459
0.1839
0.0290
0.0097
0.1910
0.0407
Precision/Correctness
0.920
0.941
0.757
0.685
0.469
0.955
Recall/Completeness
0.937
0.923
0.638
0.964
0.628
0.041
F1
0.929
0.932
0.692
0.801
0.537
0.078

Overall accuracy 0.861

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
0.9584
0.0102
0.0183
0.0058
0.0071
0.0001
building
0.0081
0.9356
0.0541
0.0023
0.0000
0.0000
low_veg
0.0411
0.0110
0.6842
0.2635
0.0003
0.0000
tree
0.0028
0.0003
0.0193
0.9776
0.0000
0.0000
car
0.2818
0.0002
0.0037
0.0078
0.7064
0.0000
clutter
0.5329
0.1871
0.0234
0.0031
0.2079
0.0456
Precision/Correctness
0.942
0.960
0.784
0.725
0.453
0.971
Recall/Completeness
0.958
0.936
0.684
0.978
0.706
0.046
F1
0.950
0.948
0.731
0.833
0.552
0.087

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_area31_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.9629
0.0089
0.0146
0.0036
0.0090
0.0010
building
0.1096
0.8716
0.0078
0.0031
0.0057
0.0023
low_veg
0.0372
0.0050
0.9407
0.0170
0.0001
0.0000
tree
0.0451
0.0024
0.0934
0.8585
0.0006
0.0000
car
0.3456
0.0722
0.0047
0.0034
0.5570
0.0171
clutter
0.4869
0.2390
0.0233
0.0522
0.1069
0.0918
Precision/Correctness
0.843
0.941
0.878
0.936
0.696
0.654
Recall/Completeness
0.963
0.872
0.941
0.859
0.557
0.092
F1
0.899
0.905
0.909
0.896
0.619
0.161

Overall accuracy 0.878

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
0.9762
0.0064
0.0116
0.0009
0.0043
0.0006
building
0.0999
0.8898
0.0028
0.0007
0.0050
0.0018
low_veg
0.0183
0.0029
0.9677
0.0111
0.0000
0.0000
tree
0.0151
0.0005
0.0761
0.9082
0.0001
0.0000
car
0.2793
0.0848
0.0017
0.0006
0.6140
0.0196
clutter
0.4550
0.2593
0.0162
0.0540
0.1130
0.1024
Precision/Correctness
0.873
0.951
0.911
0.963
0.729
0.701
Recall/Completeness
0.976
0.890
0.968
0.908
0.614
0.102
F1
0.922
0.920
0.938
0.935
0.667
0.179

Overall accuracy 0.906

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
0.9774
0.0051
0.0083
0.0032
0.0044
0.0016
building
0.1529
0.8175
0.0239
0.0034
0.0017
0.0006
low_veg
0.0730
0.0094
0.6970
0.2204
0.0002
0.0000
tree
0.0440
0.0058
0.1233
0.8269
0.0000
0.0000
car
0.5056
0.0001
0.0080
0.0011
0.4792
0.0060
clutter
0.5451
0.0732
0.0023
0.0008
0.1289
0.2498
Precision/Correctness
0.797
0.967
0.822
0.705
0.402
0.939
Recall/Completeness
0.977
0.818
0.697
0.827
0.479
0.250
F1
0.878
0.886
0.754
0.761
0.437
0.395

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_area33_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.9877
0.0032
0.0039
0.0013
0.0035
0.0005
building
0.1472
0.8297
0.0194
0.0015
0.0015
0.0007
low_veg
0.0431
0.0050
0.7182
0.2335
0.0002
0.0000
tree
0.0172
0.0021
0.1130
0.8676
0.0000
0.0000
car
0.4257
0.0000
0.0035
0.0003
0.5622
0.0083
clutter
0.5136
0.0757
0.0014
0.0002
0.1403
0.2688
Precision/Correctness
0.822
0.977
0.851
0.710
0.387
0.966
Recall/Completeness
0.988
0.830
0.718
0.868
0.562
0.269
F1
0.897
0.897
0.779
0.781
0.459
0.421

Overall accuracy 0.847

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
0.8598
0.0353
0.0855
0.0161
0.0033
0.0000
building
0.0749
0.8938
0.0261
0.0044
0.0005
0.0004
low_veg
0.0514
0.0143
0.7239
0.2102
0.0001
0.0000
tree
0.0346
0.0050
0.1198
0.8404
0.0002
0.0000
car
0.2801
0.0124
0.0079
0.0038
0.6958
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.834
0.946
0.761
0.774
0.839
--
Recall/Completeness
0.860
0.894
0.724
0.840
0.696
--
F1
0.847
0.919
0.742
0.806
0.761
--

Overall accuracy 0.830

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
0.8990
0.0300
0.0647
0.0048
0.0015
0.0000
building
0.0661
0.9175
0.0146
0.0009
0.0005
0.0004
low_veg
0.0368
0.0068
0.7537
0.2026
0.0001
0.0000
tree
0.0127
0.0011
0.0959
0.8903
0.0001
0.0000
car
0.1897
0.0167
0.0067
0.0002
0.7868
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.875
0.965
0.815
0.799
0.896
--
Recall/Completeness
0.899
0.917
0.754
0.890
0.787
--
F1
0.887
0.941
0.783
0.842
0.838
--

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_area38_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.9090
0.0254
0.0447
0.0134
0.0073
0.0001
building
0.0200
0.9402
0.0336
0.0054
0.0008
0.0001
low_veg
0.0380
0.0162
0.8440
0.1016
0.0002
0.0000
tree
0.0231
0.0048
0.0992
0.8728
0.0001
0.0000
car
0.2121
0.0508
0.0271
0.0040
0.7061
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.916
0.949
0.855
0.836
0.751
--
Recall/Completeness
0.909
0.940
0.844
0.873
0.706
--
F1
0.913
0.945
0.849
0.854
0.728
--

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_area38_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.9372
0.0220
0.0317
0.0044
0.0047
0.0001
building
0.0132
0.9639
0.0204
0.0019
0.0006
0.0001
low_veg
0.0225
0.0094
0.8837
0.0844
0.0000
0.0000
tree
0.0086
0.0016
0.0778
0.9119
0.0000
0.0000
car
0.1329
0.0550
0.0202
0.0008
0.7912
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.953
0.965
0.895
0.874
0.799
--
Recall/Completeness
0.937
0.964
0.884
0.912
0.791
--
F1
0.945
0.965
0.889
0.892
0.795
--

Overall accuracy 0.924

Red/green image, indicating wrongly classified pixels


Original, resized true ortho image for better comparison


Classified image