Detailled semantic labeling (2D) result


Name C. Zou et al.
Affiliation Simon Fraser University, Canada
Abbreviation ZISM3
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
0.851
0.038
0.079
0.027
0.006
0.000
building
0.032
0.922
0.037
0.008
0.000
0.000
low_veg
0.025
0.022
0.789
0.163
0.000
0.000
tree
0.018
0.006
0.090
0.886
0.000
0.000
car
0.339
0.026
0.033
0.010
0.592
0.001
clutter
0.435
0.324
0.031
0.018
0.021
0.172
Precision/Correctness
0.901
0.924
0.765
0.817
0.783
0.917
Recall/Completeness
0.851
0.922
0.789
0.886
0.592
0.172
F1
0.875
0.923
0.777
0.850
0.674
0.289

Overall accuracy 0.855

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
0.884
0.030
0.066
0.016
0.004
0.000
building
0.024
0.945
0.027
0.004
0.000
0.000
low_veg
0.017
0.015
0.821
0.146
0.000
0.000
tree
0.009
0.003
0.072
0.917
0.000
0.000
car
0.263
0.025
0.026
0.006
0.678
0.001
clutter
0.405
0.344
0.026
0.011
0.021
0.193
Precision/Correctness
0.932
0.943
0.806
0.850
0.833
0.932
Recall/Completeness
0.884
0.945
0.821
0.917
0.678
0.193
F1
0.907
0.944
0.813
0.882
0.748
0.319

Overall accuracy 0.887
=============================================================

Tile top_mosaic_09cm_area2_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8743
0.0157
0.0755
0.0249
0.0095
0.0001
building
0.0293
0.9125
0.0511
0.0069
0.0001
0.0001
low_veg
0.0298
0.0181
0.7615
0.1900
0.0004
0.0001
tree
0.0222
0.0052
0.0873
0.8843
0.0004
0.0005
car
0.3263
0.0080
0.0117
0.0067
0.6473
0.0000
clutter
0.0262
0.0000
0.0128
0.0591
0.0000
0.9019
Precision/Correctness
0.897
0.955
0.780
0.797
0.796
0.988
Recall/Completeness
0.874
0.913
0.762
0.884
0.647
0.902
F1
0.886
0.933
0.771
0.839
0.714
0.943

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
0.9109
0.0115
0.0580
0.0131
0.0064
0.0000
building
0.0237
0.9374
0.0357
0.0031
0.0001
0.0000
low_veg
0.0189
0.0121
0.7865
0.1822
0.0001
0.0001
tree
0.0105
0.0029
0.0714
0.9147
0.0002
0.0002
car
0.2393
0.0062
0.0075
0.0047
0.7423
0.0000
clutter
0.0245
0.0000
0.0126
0.0379
0.0000
0.9251
Precision/Correctness
0.933
0.971
0.822
0.825
0.839
0.994
Recall/Completeness
0.911
0.937
0.787
0.915
0.742
0.925
F1
0.922
0.954
0.804
0.868
0.788
0.958

Overall accuracy 0.887

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
0.8497
0.0927
0.0445
0.0061
0.0058
0.0011
building
0.0505
0.9234
0.0225
0.0028
0.0007
0.0000
low_veg
0.0643
0.0554
0.5902
0.2881
0.0020
0.0000
tree
0.0440
0.0135
0.0759
0.8655
0.0008
0.0003
car
0.4291
0.0169
0.0159
0.0038
0.5326
0.0017
clutter
--
--
--
--
--
--
Precision/Correctness
0.862
0.945
0.471
0.718
0.779
--
Recall/Completeness
0.850
0.923
0.590
0.866
0.533
--
F1
0.856
0.934
0.524
0.785
0.633
--

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_area4_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8842
0.0708
0.0378
0.0028
0.0032
0.0012
building
0.0364
0.9428
0.0190
0.0012
0.0006
0.0000
low_veg
0.0368
0.0323
0.6139
0.3161
0.0009
0.0000
tree
0.0200
0.0063
0.0629
0.9103
0.0004
0.0001
car
0.3623
0.0098
0.0140
0.0022
0.6098
0.0018
clutter
--
--
--
--
--
--
Precision/Correctness
0.901
0.962
0.495
0.751
0.837
--
Recall/Completeness
0.884
0.943
0.614
0.910
0.610
--
F1
0.892
0.952
0.548
0.823
0.706
--

Overall accuracy 0.907

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
0.8389
0.0678
0.0672
0.0198
0.0058
0.0004
building
0.0322
0.9231
0.0371
0.0070
0.0006
0.0000
low_veg
0.0312
0.0288
0.7523
0.1873
0.0003
0.0000
tree
0.0150
0.0047
0.0521
0.9281
0.0001
0.0000
car
0.4298
0.0417
0.0200
0.0049
0.4970
0.0066
clutter
--
--
--
--
--
--
Precision/Correctness
0.894
0.932
0.642
0.907
0.824
--
Recall/Completeness
0.839
0.923
0.752
0.928
0.497
--
F1
0.866
0.927
0.693
0.917
0.620
--

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_area6_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8789
0.0502
0.0564
0.0110
0.0032
0.0003
building
0.0221
0.9449
0.0293
0.0034
0.0004
0.0000
low_veg
0.0181
0.0182
0.8003
0.1633
0.0001
0.0000
tree
0.0067
0.0019
0.0387
0.9527
0.0000
0.0000
car
0.3651
0.0312
0.0186
0.0017
0.5770
0.0064
clutter
--
--
--
--
--
--
Precision/Correctness
0.933
0.955
0.685
0.935
0.884
--
Recall/Completeness
0.879
0.945
0.800
0.953
0.577
--
F1
0.905
0.950
0.738
0.944
0.698
--

Overall accuracy 0.912

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
0.8355
0.0309
0.1031
0.0227
0.0073
0.0005
building
0.0306
0.9258
0.0359
0.0076
0.0001
0.0001
low_veg
0.0221
0.0131
0.8751
0.0889
0.0008
0.0000
tree
0.0207
0.0063
0.0827
0.8899
0.0004
0.0001
car
0.3230
0.0183
0.0490
0.0115
0.5959
0.0024
clutter
--
--
--
--
--
--
Precision/Correctness
0.923
0.938
0.738
0.889
0.798
--
Recall/Completeness
0.835
0.926
0.875
0.890
0.596
--
F1
0.877
0.932
0.800
0.889
0.682
--

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_area8_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8712
0.0248
0.0875
0.0117
0.0044
0.0005
building
0.0205
0.9524
0.0230
0.0040
0.0000
0.0000
low_veg
0.0120
0.0070
0.9059
0.0748
0.0003
0.0000
tree
0.0098
0.0034
0.0611
0.9255
0.0002
0.0001
car
0.2481
0.0149
0.0362
0.0089
0.6903
0.0017
clutter
--
--
--
--
--
--
Precision/Correctness
0.955
0.958
0.786
0.920
0.856
--
Recall/Completeness
0.871
0.952
0.906
0.925
0.690
--
F1
0.911
0.955
0.841
0.923
0.764
--

Overall accuracy 0.908

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
0.8164
0.0637
0.0892
0.0282
0.0025
0.0000
building
0.0248
0.9278
0.0345
0.0129
0.0000
0.0000
low_veg
0.0302
0.0319
0.7564
0.1815
0.0000
0.0000
tree
0.0156
0.0086
0.0951
0.8806
0.0001
0.0000
car
0.3529
0.0469
0.0403
0.0030
0.5568
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.948
0.874
0.684
0.799
0.804
--
Recall/Completeness
0.816
0.928
0.756
0.881
0.557
--
F1
0.877
0.900
0.718
0.838
0.658
--

Overall accuracy 0.844

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
0.8493
0.0554
0.0772
0.0166
0.0014
0.0000
building
0.0176
0.9479
0.0263
0.0082
0.0000
0.0000
low_veg
0.0267
0.0247
0.7916
0.1571
0.0000
0.0000
tree
0.0076
0.0051
0.0719
0.9154
0.0000
0.0000
car
0.2803
0.0495
0.0315
0.0005
0.6383
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.965
0.895
0.726
0.840
0.860
--
Recall/Completeness
0.849
0.948
0.792
0.915
0.638
--
F1
0.904
0.921
0.757
0.876
0.733
--

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_area12_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8477
0.0207
0.0759
0.0521
0.0036
0.0000
building
0.0241
0.9435
0.0208
0.0116
0.0000
0.0000
low_veg
0.0174
0.0242
0.7634
0.1944
0.0001
0.0005
tree
0.0060
0.0065
0.0960
0.8914
0.0000
0.0000
car
0.2881
0.0023
0.0125
0.0236
0.6735
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.900
0.936
0.815
0.833
0.864
--
Recall/Completeness
0.848
0.944
0.763
0.891
0.673
--
F1
0.873
0.940
0.788
0.861
0.757
--

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_area12_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8826
0.0179
0.0638
0.0341
0.0015
0.0000
building
0.0220
0.9630
0.0107
0.0043
0.0000
0.0000
low_veg
0.0149
0.0168
0.7994
0.1684
0.0000
0.0005
tree
0.0025
0.0031
0.0782
0.9163
0.0000
0.0000
car
0.1898
0.0020
0.0080
0.0102
0.7900
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.926
0.957
0.849
0.864
0.928
--
Recall/Completeness
0.883
0.963
0.799
0.916
0.790
--
F1
0.904
0.960
0.823
0.890
0.853
--

Overall accuracy 0.887

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
0.8037
0.0276
0.1215
0.0411
0.0061
0.0000
building
0.0059
0.9348
0.0457
0.0135
0.0000
0.0000
low_veg
0.0344
0.0444
0.7373
0.1839
0.0000
0.0000
tree
0.0194
0.0124
0.1072
0.8610
0.0001
0.0000
car
0.3302
0.0059
0.0096
0.0041
0.6502
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.915
0.883
0.723
0.831
0.550
--
Recall/Completeness
0.804
0.935
0.737
0.861
0.650
--
F1
0.856
0.908
0.730
0.846
0.596
--

Overall accuracy 0.829

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
0.8276
0.0227
0.1150
0.0291
0.0055
0.0000
building
0.0034
0.9602
0.0287
0.0077
0.0000
0.0000
low_veg
0.0296
0.0336
0.7658
0.1711
0.0000
0.0000
tree
0.0127
0.0072
0.0934
0.8867
0.0000
0.0000
car
0.2406
0.0045
0.0048
0.0006
0.7496
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.938
0.912
0.750
0.855
0.534
--
Recall/Completeness
0.828
0.960
0.766
0.887
0.750
--
F1
0.879
0.936
0.758
0.871
0.623
--

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_area16_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.7442
0.0331
0.1444
0.0752
0.0028
0.0003
building
0.0125
0.9373
0.0327
0.0175
0.0000
0.0000
low_veg
0.0067
0.0196
0.8403
0.1335
0.0000
0.0000
tree
0.0162
0.0053
0.0903
0.8883
0.0000
0.0000
car
0.2332
0.0087
0.1085
0.0106
0.6390
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.915
0.928
0.802
0.857
0.760
--
Recall/Completeness
0.744
0.937
0.840
0.888
0.639
--
F1
0.821
0.933
0.821
0.872
0.694
--

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_area16_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.7836
0.0290
0.1337
0.0517
0.0017
0.0003
building
0.0099
0.9632
0.0189
0.0081
0.0000
0.0000
low_veg
0.0043
0.0143
0.8667
0.1147
0.0000
0.0000
tree
0.0110
0.0025
0.0762
0.9102
0.0000
0.0000
car
0.1514
0.0051
0.0845
0.0056
0.7534
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.941
0.948
0.833
0.885
0.820
--
Recall/Completeness
0.784
0.963
0.867
0.910
0.753
--
F1
0.855
0.955
0.849
0.898
0.785
--

Overall accuracy 0.887

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
0.8241
0.0385
0.0715
0.0631
0.0028
0.0000
building
0.0078
0.9633
0.0187
0.0103
0.0000
0.0000
low_veg
0.0215
0.0335
0.7242
0.2208
0.0000
0.0000
tree
0.0076
0.0022
0.0410
0.9492
0.0000
0.0000
car
0.2622
0.0367
0.0353
0.0287
0.6372
0.0000
clutter
0.0254
0.9621
0.0066
0.0059
0.0000
0.0000
Precision/Correctness
0.941
0.792
0.802
0.872
0.820
-nan
Recall/Completeness
0.824
0.963
0.724
0.949
0.637
0.000
F1
0.879
0.869
0.761
0.909
0.717
-nan

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_area20_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8584
0.0310
0.0657
0.0433
0.0016
0.0000
building
0.0046
0.9816
0.0099
0.0039
0.0000
0.0000
low_veg
0.0153
0.0264
0.7677
0.1905
0.0000
0.0000
tree
0.0033
0.0008
0.0299
0.9660
0.0000
0.0000
car
0.1703
0.0397
0.0236
0.0181
0.7483
0.0000
clutter
0.0208
0.9730
0.0034
0.0028
0.0000
0.0000
Precision/Correctness
0.966
0.807
0.838
0.900
0.869
-nan
Recall/Completeness
0.858
0.982
0.768
0.966
0.748
0.000
F1
0.909
0.886
0.801
0.932
0.804
-nan

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_area22_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8327
0.0287
0.0850
0.0467
0.0068
0.0001
building
0.0226
0.9297
0.0344
0.0123
0.0009
0.0001
low_veg
0.0453
0.0300
0.7438
0.1800
0.0008
0.0000
tree
0.0199
0.0044
0.0632
0.9122
0.0004
0.0000
car
0.3372
0.0180
0.0360
0.0253
0.5834
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.922
0.908
0.743
0.830
0.712
--
Recall/Completeness
0.833
0.930
0.744
0.912
0.583
--
F1
0.875
0.919
0.743
0.869
0.641
--

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_area22_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8684
0.0228
0.0751
0.0293
0.0043
0.0001
building
0.0169
0.9554
0.0208
0.0061
0.0007
0.0000
low_veg
0.0424
0.0209
0.7850
0.1509
0.0007
0.0000
tree
0.0091
0.0019
0.0456
0.9432
0.0002
0.0000
car
0.2699
0.0213
0.0304
0.0148
0.6636
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.946
0.934
0.787
0.871
0.757
--
Recall/Completeness
0.868
0.955
0.785
0.943
0.664
--
F1
0.905
0.945
0.786
0.905
0.707
--

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_area24_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.7259
0.0478
0.1531
0.0634
0.0094
0.0005
building
0.0270
0.8923
0.0685
0.0122
0.0000
0.0000
low_veg
0.0123
0.0140
0.8718
0.1019
0.0000
0.0000
tree
0.0129
0.0062
0.1410
0.8397
0.0000
0.0002
car
0.2581
0.0000
0.0468
0.0175
0.6777
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.880
0.922
0.834
0.799
0.649
--
Recall/Completeness
0.726
0.892
0.872
0.840
0.678
--
F1
0.796
0.907
0.853
0.819
0.663
--

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_area24_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.7591
0.0406
0.1433
0.0488
0.0078
0.0004
building
0.0235
0.9098
0.0593
0.0075
0.0000
0.0000
low_veg
0.0099
0.0101
0.8916
0.0884
0.0000
0.0000
tree
0.0077
0.0035
0.1198
0.8688
0.0000
0.0002
car
0.1614
0.0000
0.0360
0.0134
0.7892
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.908
0.941
0.858
0.827
0.653
--
Recall/Completeness
0.759
0.910
0.892
0.869
0.789
--
F1
0.827
0.925
0.874
0.847
0.715
--

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_area27_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8717
0.0507
0.0555
0.0098
0.0118
0.0006
building
0.0478
0.9123
0.0338
0.0057
0.0004
0.0001
low_veg
0.0397
0.0298
0.6893
0.2397
0.0014
0.0000
tree
0.0147
0.0091
0.0628
0.9132
0.0002
0.0000
car
0.3708
0.0233
0.0173
0.0064
0.5801
0.0020
clutter
0.4111
0.3345
0.2240
0.0076
0.0228
0.0000
Precision/Correctness
0.877
0.929
0.785
0.637
0.817
0.000
Recall/Completeness
0.872
0.912
0.689
0.913
0.580
0.000
F1
0.874
0.920
0.734
0.750
0.679
-nan

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_area27_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.9056
0.0393
0.0438
0.0052
0.0055
0.0006
building
0.0382
0.9348
0.0242
0.0025
0.0002
0.0001
low_veg
0.0274
0.0196
0.7214
0.2308
0.0008
0.0000
tree
0.0071
0.0050
0.0440
0.9438
0.0000
0.0000
car
0.2937
0.0200
0.0153
0.0045
0.6644
0.0020
clutter
0.4311
0.3343
0.2052
0.0058
0.0236
0.0000
Precision/Correctness
0.912
0.950
0.831
0.665
0.890
0.000
Recall/Completeness
0.906
0.935
0.721
0.944
0.664
0.000
F1
0.909
0.942
0.772
0.780
0.761
-nan

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_area29_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8975
0.0299
0.0497
0.0175
0.0054
0.0000
building
0.0153
0.9558
0.0205
0.0084
0.0000
0.0000
low_veg
0.0328
0.0237
0.6150
0.3283
0.0002
0.0000
tree
0.0089
0.0032
0.0270
0.9608
0.0000
0.0000
car
0.3892
0.0183
0.0199
0.0074
0.5652
0.0000
clutter
0.4332
0.4687
0.0539
0.0147
0.0219
0.0076
Precision/Correctness
0.931
0.894
0.743
0.641
0.716
1.000
Recall/Completeness
0.897
0.956
0.615
0.961
0.565
0.008
F1
0.914
0.924
0.673
0.769
0.632
0.015

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_area29_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.9243
0.0228
0.0396
0.0096
0.0038
0.0000
building
0.0102
0.9723
0.0132
0.0043
0.0000
0.0000
low_veg
0.0187
0.0124
0.6501
0.3186
0.0001
0.0000
tree
0.0036
0.0013
0.0184
0.9766
0.0000
0.0000
car
0.3227
0.0162
0.0175
0.0031
0.6405
0.0000
clutter
0.4120
0.5070
0.0441
0.0069
0.0211
0.0090
Precision/Correctness
0.952
0.915
0.787
0.679
0.748
1.000
Recall/Completeness
0.924
0.972
0.650
0.977
0.640
0.009
F1
0.938
0.943
0.712
0.801
0.690
0.018

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: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.9338
0.0152
0.0322
0.0082
0.0097
0.0009
building
0.0403
0.9430
0.0097
0.0057
0.0013
0.0000
low_veg
0.0382
0.0031
0.9019
0.0559
0.0008
0.0001
tree
0.0398
0.0067
0.0755
0.8768
0.0010
0.0002
car
0.2428
0.0527
0.0410
0.0113
0.6521
0.0001
clutter
0.5590
0.2840
0.0557
0.0200
0.0306
0.0508
Precision/Correctness
0.881
0.934
0.832
0.876
0.813
0.808
Recall/Completeness
0.934
0.943
0.902
0.877
0.652
0.051
F1
0.907
0.938
0.866
0.876
0.724
0.096

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_area31_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.9515
0.0121
0.0267
0.0039
0.0050
0.0008
building
0.0269
0.9658
0.0044
0.0018
0.0010
0.0000
low_veg
0.0210
0.0015
0.9307
0.0466
0.0002
0.0000
tree
0.0154
0.0037
0.0565
0.9239
0.0003
0.0001
car
0.1752
0.0615
0.0303
0.0066
0.7264
0.0001
clutter
0.5242
0.3166
0.0551
0.0130
0.0328
0.0584
Precision/Correctness
0.917
0.944
0.872
0.913
0.864
0.835
Recall/Completeness
0.951
0.966
0.931
0.924
0.726
0.058
F1
0.934
0.955
0.901
0.919
0.789
0.109

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_area33_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.9301
0.0340
0.0274
0.0066
0.0018
0.0001
building
0.0515
0.8891
0.0538
0.0042
0.0013
0.0001
low_veg
0.0409
0.0247
0.8928
0.0415
0.0001
0.0000
tree
0.0418
0.0075
0.1333
0.8174
0.0000
0.0000
car
0.4149
0.0268
0.0282
0.0023
0.5278
0.0000
clutter
0.7935
0.0992
0.0062
0.0011
0.0353
0.0646
Precision/Correctness
0.829
0.917
0.771
0.893
0.692
0.976
Recall/Completeness
0.930
0.889
0.893
0.817
0.528
0.065
F1
0.877
0.903
0.828
0.854
0.599
0.121

Overall accuracy 0.849

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
0.9477
0.0294
0.0190
0.0030
0.0009
0.0000
building
0.0423
0.9054
0.0488
0.0021
0.0011
0.0001
low_veg
0.0214
0.0179
0.9237
0.0369
0.0000
0.0000
tree
0.0200
0.0036
0.1209
0.8555
0.0000
0.0000
car
0.3342
0.0236
0.0220
0.0014
0.6189
0.0000
clutter
0.7864
0.0991
0.0044
0.0004
0.0385
0.0712
Precision/Correctness
0.857
0.933
0.801
0.922
0.702
0.985
Recall/Completeness
0.948
0.905
0.924
0.855
0.619
0.071
F1
0.900
0.919
0.858
0.887
0.658
0.133

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_area35_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.7823
0.0354
0.1465
0.0337
0.0020
0.0001
building
0.0287
0.9128
0.0486
0.0095
0.0004
0.0000
low_veg
0.0167
0.0112
0.7482
0.2238
0.0000
0.0000
tree
0.0260
0.0056
0.1429
0.8254
0.0001
0.0000
car
0.3888
0.0066
0.0223
0.0163
0.5659
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.904
0.949
0.690
0.744
0.873
--
Recall/Completeness
0.782
0.913
0.748
0.825
0.566
--
F1
0.839
0.931
0.718
0.782
0.687
--

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_area35_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8377
0.0301
0.1147
0.0167
0.0007
0.0002
building
0.0202
0.9464
0.0293
0.0036
0.0004
0.0000
low_veg
0.0089
0.0057
0.7694
0.2160
0.0000
0.0000
tree
0.0102
0.0021
0.1098
0.8778
0.0000
0.0000
car
0.2890
0.0049
0.0187
0.0102
0.6772
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.945
0.966
0.753
0.775
0.930
--
Recall/Completeness
0.838
0.946
0.769
0.878
0.677
--
F1
0.888
0.956
0.761
0.823
0.784
--

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_area38_class.tif, reference set: full_reference


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8511
0.0217
0.0969
0.0246
0.0054
0.0003
building
0.0269
0.9028
0.0609
0.0085
0.0008
0.0000
low_veg
0.0210
0.0157
0.8524
0.1108
0.0001
0.0000
tree
0.0186
0.0046
0.1226
0.8539
0.0002
0.0000
car
0.2867
0.0246
0.0914
0.0133
0.5840
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.923
0.953
0.783
0.807
0.763
--
Recall/Completeness
0.851
0.903
0.852
0.854
0.584
--
F1
0.886
0.927
0.816
0.830
0.662
--

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_area38_class.tif, reference set: no_boundary


↓ predicted || reference →
imp_surf
building
low_veg
tree
car
clutter
imp_surf
0.8891
0.0187
0.0756
0.0131
0.0032
0.0003
building
0.0200
0.9331
0.0425
0.0038
0.0007
0.0000
low_veg
0.0104
0.0113
0.8855
0.0928
0.0001
0.0000
tree
0.0072
0.0020
0.0960
0.8946
0.0002
0.0000
car
0.2209
0.0235
0.0800
0.0077
0.6678
0.0000
clutter
--
--
--
--
--
--
Precision/Correctness
0.955
0.966
0.830
0.849
0.819
--
Recall/Completeness
0.889
0.933
0.885
0.895
0.668
--
F1
0.921
0.949
0.857
0.871
0.736
--

Overall accuracy 0.899

Red/green image, indicating wrongly classified pixels


Original, resized true ortho image for better comparison


Classified image