Content Based Image Retrieval based on Color Histograms
Brice Johnson
CSE455 Computer Vision
Project 3 Artifact
Test Search Results for OPP color space, Histogram Intersection similarity metric
with and without spatial information
Query: beach_1.ppm
Color space: OPP
Similarity metric: Histogram Intersection
Ignoring spatial information
Results:
beach_1 : 1.000000
sunset2_4 : 0.826706
beach_5 : 0.825413
boat_3 : 0.815589
crater_5 : 0.794323
sunset2_2 : 0.787900
boat_2 : 0.784974
pond_4 : 0.783896
sunset2_3 : 0.782347
boat_5 : 0.768451
sunset2_5 : 0.763490
sunset1_3 : 0.757497
beach_2 : 0.737454
sunset1_5 : 0.733053
crater_4 : 0.723285
sunset1_1 : 0.718717
beach_4 : 0.710625
beach_3 : 0.701045
sunset1_2 : 0.699964
sunset2_1 : 0.664867
pond_2 : 0.629232
boat_4 : 0.625293
stHelens_3 : 0.620469
crater_3 : 0.619648
sunset1_4 : 0.619320
pond_5 : 0.602214
stHelens_4 : 0.597949
cherry_2 : 0.595579
pond_3 : 0.571322
cherry_4 : 0.562219
crater_2 : 0.560645
crater_1 : 0.556074
stHelens_2 : 0.545023
pond_1 : 0.539401
cherry_1 : 0.529728
stHelens_5 : 0.528737
cherry_3 : 0.512777
cherry_5 : 0.491563
boat_1 : 0.484805
stHelens_1 : 0.477520
Query: boat_5.ppm
Color space: OPP
Similarity metric: Histogram Intersection
Ignoring spatial information
Results:
boat_5 : 1.000000
boat_2 : 0.971943
boat_3 : 0.941169
sunset1_5 : 0.862035
boat_4 : 0.846592
sunset2_4 : 0.831800
pond_5 : 0.816130
sunset1_4 : 0.811888
sunset1_3 : 0.809219
pond_4 : 0.796794
sunset2_5 : 0.782240
sunset1_2 : 0.779043
sunset2_2 : 0.773646
beach_1 : 0.768451
sunset2_3 : 0.767266
pond_3 : 0.751859
crater_5 : 0.732790
sunset1_1 : 0.732015
beach_2 : 0.721637
pond_1 : 0.700456
cherry_2 : 0.690037
crater_4 : 0.686383
cherry_1 : 0.681038
beach_3 : 0.680231
sunset2_1 : 0.662292
beach_4 : 0.659811
cherry_5 : 0.658437
pond_2 : 0.648499
stHelens_3 : 0.635003
beach_5 : 0.625690
crater_3 : 0.604945
cherry_4 : 0.590735
stHelens_4 : 0.587718
stHelens_5 : 0.585654
cherry_3 : 0.579534
stHelens_2 : 0.565140
crater_2 : 0.543496
crater_1 : 0.526755
boat_1 : 0.472334
stHelens_1 : 0.469867
Query: cherry_3.ppm
Color space: OPP
Similarity metric: Histogram Intersection
Ignoring spatial information
Results:
cherry_3 : 1.000000
cherry_4 : 0.919250
cherry_1 : 0.869765
cherry_2 : 0.856192
cherry_5 : 0.782473
stHelens_5 : 0.593951
boat_4 : 0.583364
sunset2_4 : 0.580805
boat_5 : 0.579534
pond_3 : 0.579450
boat_3 : 0.579421
sunset1_5 : 0.579260
sunset1_3 : 0.579246
pond_5 : 0.579242
pond_1 : 0.579242
sunset1_4 : 0.579242
boat_2 : 0.579242
sunset1_2 : 0.579242
stHelens_2 : 0.553640
stHelens_3 : 0.552570
sunset1_1 : 0.544871
sunset2_5 : 0.540530
pond_2 : 0.536069
pond_4 : 0.533630
stHelens_1 : 0.533546
sunset2_2 : 0.524149
sunset2_3 : 0.521941
beach_1 : 0.512777
sunset2_1 : 0.497660
stHelens_4 : 0.490665
crater_5 : 0.488690
beach_2 : 0.479910
beach_3 : 0.464263
crater_4 : 0.433419
crater_3 : 0.419827
beach_4 : 0.409160
beach_5 : 0.352395
boat_1 : 0.320539
crater_2 : 0.281436
crater_1 : 0.267198
Query: stHelens_2.ppm
Color space: OPP
Similarity metric: Histogram Intersection
Ignoring spatial information
Results:
stHelens_2 : 1.000000
stHelens_3 : 0.921361
stHelens_4 : 0.907018
stHelens_5 : 0.890033
stHelens_1 : 0.823073
beach_3 : 0.776976
beach_4 : 0.708421
beach_2 : 0.705420
boat_1 : 0.673460
cherry_2 : 0.637803
crater_1 : 0.623145
cherry_4 : 0.598638
cherry_1 : 0.578227
boat_4 : 0.569505
boat_5 : 0.565140
boat_3 : 0.565013
pond_5 : 0.564915
pond_2 : 0.564906
pond_3 : 0.564893
boat_2 : 0.562813
sunset2_3 : 0.562793
pond_4 : 0.562738
sunset2_2 : 0.562380
sunset2_4 : 0.559935
sunset1_5 : 0.558011
sunset1_3 : 0.557969
sunset1_1 : 0.557965
sunset1_2 : 0.557965
sunset1_4 : 0.557705
cherry_3 : 0.553640
sunset2_5 : 0.551286
beach_1 : 0.545023
pond_1 : 0.544469
crater_5 : 0.541458
cherry_5 : 0.531593
sunset2_1 : 0.530674
crater_3 : 0.510495
crater_4 : 0.484395
beach_5 : 0.401025
crater_2 : 0.358757
Query: sunset1_2.ppm
Color space: OPP
Similarity metric: Histogram Intersection
Ignoring spatial information
Results:
sunset1_2 : 1.000000
sunset1_3 : 0.942435
sunset1_1 : 0.928691
sunset1_5 : 0.915156
pond_4 : 0.877422
sunset1_4 : 0.862116
sunset2_4 : 0.821901
pond_5 : 0.808398
pond_3 : 0.789606
pond_2 : 0.781068
boat_5 : 0.779043
boat_2 : 0.777061
boat_3 : 0.777008
sunset2_1 : 0.775703
pond_1 : 0.757490
sunset2_2 : 0.750163
sunset2_5 : 0.743210
sunset2_3 : 0.727243
boat_4 : 0.724580
beach_1 : 0.699964
cherry_2 : 0.689869
crater_5 : 0.652601
beach_3 : 0.638252
beach_2 : 0.635853
cherry_1 : 0.635704
crater_4 : 0.630596
stHelens_3 : 0.629958
cherry_5 : 0.598375
cherry_4 : 0.590424
crater_3 : 0.586605
stHelens_5 : 0.585423
stHelens_4 : 0.584945
cherry_3 : 0.579242
beach_4 : 0.574043
stHelens_2 : 0.557965
beach_5 : 0.526162
boat_1 : 0.471966
stHelens_1 : 0.467689
crater_2 : 0.466120
crater_1 : 0.437340
Query: beach_1.ppm
Color space: OPP
Similarity metric: Histogram Intersection
Using limited spatial information
Results:
beach_1 : 1.000000
sunset2_4 : 0.822054
beach_5 : 0.816592
boat_3 : 0.811800
boat_2 : 0.781790
sunset2_2 : 0.776882
sunset2_3 : 0.776439
boat_5 : 0.762900
sunset1_3 : 0.726895
sunset1_5 : 0.721357
beach_2 : 0.690228
sunset1_1 : 0.680915
sunset1_2 : 0.669697
crater_5 : 0.663789
sunset2_5 : 0.656185
beach_3 : 0.649951
sunset2_1 : 0.613734
boat_4 : 0.603669
beach_4 : 0.599235
sunset1_4 : 0.588281
crater_4 : 0.585638
stHelens_3 : 0.551634
stHelens_4 : 0.540993
crater_3 : 0.529238
stHelens_5 : 0.528737
crater_2 : 0.495635
stHelens_2 : 0.493415
pond_3 : 0.436123
cherry_3 : 0.429443
cherry_1 : 0.428362
cherry_2 : 0.417301
cherry_5 : 0.399978
stHelens_1 : 0.397663
pond_1 : 0.396113
cherry_4 : 0.372361
pond_2 : 0.367174
crater_1 : 0.337243
boat_1 : 0.332285
pond_4 : 0.309639
pond_5 : 0.298083
Query: boat_5.ppm
Color space: OPP
Similarity metric: Histogram Intersection
Using limited spatial information
Results:
boat_5 : 1.000000
boat_2 : 0.942757
boat_3 : 0.931266
boat_4 : 0.808499
sunset1_5 : 0.797474
sunset2_4 : 0.780400
sunset1_4 : 0.771501
beach_1 : 0.762900
sunset2_2 : 0.745501
crater_5 : 0.727054
sunset2_3 : 0.725684
sunset2_5 : 0.699326
sunset1_2 : 0.689336
crater_4 : 0.686370
sunset1_3 : 0.670270
cherry_1 : 0.616640
sunset2_1 : 0.616475
beach_5 : 0.612399
cherry_2 : 0.601037
pond_3 : 0.583477
sunset1_1 : 0.579489
cherry_5 : 0.575464
pond_1 : 0.550010
cherry_3 : 0.537617
crater_3 : 0.520895
stHelens_5 : 0.519424
beach_2 : 0.510306
pond_5 : 0.500947
stHelens_3 : 0.499867
cherry_4 : 0.495360
stHelens_2 : 0.494395
beach_3 : 0.469180
stHelens_1 : 0.462539
pond_2 : 0.455967
pond_4 : 0.454401
crater_2 : 0.446914
stHelens_4 : 0.437992
beach_4 : 0.416243
crater_1 : 0.307676
boat_1 : 0.286999
Query: cherry_3.ppm
Color space: OPP
Similarity metric: Histogram Intersection
Using limited spatial information
Results:
cherry_3 : 0.995327
cherry_4 : 0.873565
cherry_1 : 0.838226
cherry_2 : 0.764603
cherry_5 : 0.733375
pond_3 : 0.561135
sunset1_5 : 0.557415
boat_4 : 0.555593
pond_1 : 0.542465
boat_5 : 0.537617
boat_3 : 0.533568
boat_2 : 0.531750
stHelens_3 : 0.523682
stHelens_2 : 0.513172
sunset1_4 : 0.496740
sunset2_5 : 0.491578
stHelens_1 : 0.474084
stHelens_4 : 0.470013
stHelens_5 : 0.465782
sunset1_2 : 0.452731
pond_2 : 0.450080
pond_5 : 0.449193
beach_2 : 0.442691
beach_3 : 0.436792
beach_1 : 0.429443
sunset1_3 : 0.422101
sunset2_4 : 0.418487
sunset2_2 : 0.405053
beach_4 : 0.401639
sunset2_3 : 0.401402
sunset2_1 : 0.398806
crater_5 : 0.395072
sunset1_1 : 0.379534
crater_3 : 0.361419
beach_5 : 0.349850
crater_4 : 0.347821
pond_4 : 0.329848
boat_1 : 0.316906
crater_1 : 0.261452
crater_2 : 0.212036
Query: stHelens_2.ppm
Color space: OPP
Similarity metric: Histogram Intersection
Using limited spatial information
Results:
stHelens_2 : 1.000000
stHelens_3 : 0.909170
stHelens_4 : 0.906455
stHelens_5 : 0.864720
beach_3 : 0.770951
stHelens_1 : 0.757806
beach_4 : 0.700029
beach_2 : 0.681794
boat_1 : 0.659040
crater_1 : 0.604687
sunset1_5 : 0.525133
boat_3 : 0.519264
cherry_1 : 0.518162
cherry_3 : 0.513172
sunset1_2 : 0.496094
boat_5 : 0.494395
beach_1 : 0.493415
cherry_2 : 0.493071
boat_2 : 0.484886
sunset2_4 : 0.479753
sunset1_3 : 0.479570
sunset2_3 : 0.474076
boat_4 : 0.470173
sunset2_2 : 0.464232
sunset1_4 : 0.463522
cherry_5 : 0.459791
cherry_4 : 0.456579
pond_3 : 0.453340
sunset1_1 : 0.442236
pond_1 : 0.427979
sunset2_1 : 0.424668
sunset2_5 : 0.410726
crater_3 : 0.402965
crater_5 : 0.398473
beach_5 : 0.392236
pond_2 : 0.383994
pond_5 : 0.343187
crater_4 : 0.329326
pond_4 : 0.302145
crater_2 : 0.272568
Query: sunset1_2.ppm
Color space: OPP
Similarity metric: Histogram Intersection
Using limited spatial information
Results:
sunset1_2 : 1.000000
sunset1_3 : 0.942435
sunset1_1 : 0.883825
sunset1_4 : 0.857985
sunset2_4 : 0.764977
sunset1_5 : 0.749525
boat_3 : 0.745033
boat_5 : 0.689336
sunset2_3 : 0.686204
sunset2_1 : 0.681585
sunset2_2 : 0.680391
boat_2 : 0.679105
beach_1 : 0.669697
boat_4 : 0.617093
sunset2_5 : 0.588763
pond_3 : 0.580752
stHelens_5 : 0.564840
crater_5 : 0.546452
pond_1 : 0.540732
beach_2 : 0.529876
stHelens_3 : 0.525817
beach_5 : 0.525332
crater_3 : 0.521312
pond_2 : 0.515876
stHelens_2 : 0.496094
beach_3 : 0.486107
crater_4 : 0.462728
stHelens_4 : 0.461227
cherry_3 : 0.452731
cherry_1 : 0.451055
crater_2 : 0.441367
cherry_2 : 0.441129
beach_4 : 0.439665
cherry_5 : 0.439223
stHelens_1 : 0.428402
pond_5 : 0.412295
pond_4 : 0.402975
cherry_4 : 0.396086
crater_1 : 0.303490
boat_1 : 0.282191