Project 3:  Content-Based Image Retrieval using Color Histograms
Brad Goring
CSE 455

Similarity Results     
   
    -Beach_1.jpg
    -Boat_5.jpg
    -Cherry_3.jpg
    -StHelens_1.jpg
    -Sunset1_2.jpg

Similarity Charts

Google Comparison

    -Beach Search Results
    -Boat Search Reults


SIMILARITY RESULTS

BEACH_1.JPG


Query : beach_1.jpg 
Parameters : Color Space = opp, Similarity Metric = int, Spatial Info = n

beach_1.jpg, int = 1.0
crater_4.jpg, int = 0.6482356770833333
boat_3.jpg, int = 0.6281966145833333
boat_1.jpg, int = 0.6183203125
pond_3.jpg, int = 0.6044921875
crater_5.jpg, int = 0.5923795572916667
boat_4.jpg, int = 0.5639583333333333
pond_4.jpg, int = 0.55443359375
pond_1.jpg, int = 0.5530403645833334
sunset2_4.jpg, int = 0.549033203125
pond_5.jpg, int = 0.5466666666666666
pond_2.jpg, int = 0.545205078125
stHelens_1.jpg, int = 0.5424837239583333
boat_5.jpg, int = 0.538076171875
crater_3.jpg, int = 0.52751953125
crater_2.jpg, int = 0.50771484375
sunset2_2.jpg, int = 0.4986848958333333
stHelens_4.jpg, int = 0.49548502604166667
beach_5.jpg, int = 0.48853515625
beach_4.jpg, int = 0.4856380208333333
stHelens_3.jpg, int = 0.48014322916666674
boat_2.jpg, int = 0.47996419270833335
stHelens_2.jpg, int = 0.47843424479166674
beach_2.jpg, int = 0.45693359375
crater_1.jpg, int = 0.4489095052083334
beach_3.jpg, int = 0.4420540364583334
sunset2_5.jpg, int = 0.4333170572916667
sunset2_3.jpg, int = 0.4285514322916666
cherry_2.jpg, int = 0.42121057242990656
stHelens_5.jpg, int = 0.4209212239583333
sunset1_5.jpg, int = 0.4050390625
sunset1_3.jpg, int = 0.3991927083333333
sunset2_1.jpg, int = 0.3983430989583333
cherry_4.jpg, int = 0.3972437207943925
sunset1_2.jpg, int = 0.39346354166666675
cherry_1.jpg, int = 0.3907783294392524
cherry_3.jpg, int = 0.3855687792056075
sunset1_1.jpg, int = 0.34119140625
cherry_5.jpg, int = 0.3170305198598131
sunset1_4.jpg, int = 0.2381217447916667

Query : beach_1.jpg
Parameters : Color Space = opp, Similarity Metric = int, Spatial Info = y

beach_1.jpg, int = 1.0
crater_4.jpg, int = 0.5148958333333333
boat_3.jpg, int = 0.5139322916666667
beach_5.jpg, int = 0.47437174479166666
boat_5.jpg, int = 0.4626692708333334
sunset2_4.jpg, int = 0.454072265625
crater_5.jpg, int = 0.45399088541666666
stHelens_1.jpg, int = 0.449580078125
pond_3.jpg, int = 0.4438151041666667
stHelens_4.jpg, int = 0.43367513020833337
crater_3.jpg, int = 0.4313444010416666
boat_1.jpg, int = 0.4313248697916666
stHelens_3.jpg, int = 0.4300162760416667
stHelens_2.jpg, int = 0.4267350260416667
boat_4.jpg, int = 0.4149869791666666
stHelens_5.jpg, int = 0.411962890625
sunset2_2.jpg, int = 0.40339192708333327
boat_2.jpg, int = 0.39030273437499996
crater_2.jpg, int = 0.3806022135416667
beach_2.jpg, int = 0.36308593750000007
sunset2_3.jpg, int = 0.3569140625
beach_3.jpg, int = 0.3528678385416666
pond_1.jpg, int = 0.3493945312500001
cherry_1.jpg, int = 0.30990469728090764
cherry_3.jpg, int = 0.3097321559565728
sunset2_1.jpg, int = 0.3090266927083333
pond_2.jpg, int = 0.30746419270833336
beach_4.jpg, int = 0.307275390625
cherry_2.jpg, int = 0.3053238703051644
sunset1_5.jpg, int = 0.2984016927083334
cherry_4.jpg, int = 0.29712303770539916
crater_1.jpg, int = 0.2841178385416666
sunset2_5.jpg, int = 0.2725455729166667
pond_5.jpg, int = 0.25146809895833344
pond_4.jpg, int = 0.2372428385416666
sunset1_3.jpg, int = 0.22930664062500006
cherry_5.jpg, int = 0.22242359684728752
sunset1_2.jpg, int = 0.21831380208333329
sunset1_1.jpg, int = 0.2028483072916667
sunset1_4.jpg, int = 0.17541015625

BOAT_5.JPG


Query : boat_5.jpg
Parameters : Color Space = opp, Similarity Metric = int, Spatial Info = n

boat_5.jpg, int = 1.0
boat_4.jpg, int = 0.78177734375
boat_3.jpg, int = 0.7160091145833334
boat_2.jpg, int = 0.7133658854166667
crater_4.jpg, int = 0.5768424479166666
stHelens_1.jpg, int = 0.5756966145833333
beach_1.jpg, int = 0.538076171875
crater_5.jpg, int = 0.5240071614583334
crater_3.jpg, int = 0.4990462239583333
crater_2.jpg, int = 0.48466796874999996
sunset2_5.jpg, int = 0.470927734375
crater_1.jpg, int = 0.4598046874999999
cherry_2.jpg, int = 0.4512229848130841
pond_5.jpg, int = 0.4477962239583333
cherry_5.jpg, int = 0.4367150992990654
boat_1.jpg, int = 0.4224674479166667
cherry_1.jpg, int = 0.4210645443925234
cherry_4.jpg, int = 0.419644421728972
beach_5.jpg, int = 0.4162044270833334
cherry_3.jpg, int = 0.39658294392523363
stHelens_2.jpg, int = 0.3797135416666666
pond_1.jpg, int = 0.3758365885416667
pond_3.jpg, int = 0.37572591145833334
pond_4.jpg, int = 0.35202473958333336
stHelens_4.jpg, int = 0.34953776041666673
stHelens_3.jpg, int = 0.34612304687500006
pond_2.jpg, int = 0.34326822916666666
beach_3.jpg, int = 0.3347786458333333
sunset2_4.jpg, int = 0.32568684895833333
beach_2.jpg, int = 0.32401367187499996
stHelens_5.jpg, int = 0.3197623697916667
sunset2_2.jpg, int = 0.3007259114583334
sunset2_3.jpg, int = 0.29518229166666665
sunset2_1.jpg, int = 0.28397460937499996
beach_4.jpg, int = 0.28220703125
sunset1_5.jpg, int = 0.27321940104166664
sunset1_3.jpg, int = 0.22895182291666671
sunset1_2.jpg, int = 0.2168912760416667
sunset1_1.jpg, int = 0.20389648437499996
sunset1_4.jpg, int = 0.1870540364583333

Query : boat_5.jpg
Parameters : Color Space = opp, Similarity Metric = int, Spatial Info = y

boat_5.jpg, int = 1.0
boat_4.jpg, int = 0.7146028645833333
boat_3.jpg, int = 0.7018489583333334
boat_2.jpg, int = 0.6590332031249999
crater_4.jpg, int = 0.5429524739583333
crater_5.jpg, int = 0.47972005208333324
beach_1.jpg, int = 0.4626692708333334
stHelens_1.jpg, int = 0.45307942708333326
crater_3.jpg, int = 0.3856380208333333
cherry_5.jpg, int = 0.38161291242827333
crater_2.jpg, int = 0.3712727864583333
sunset2_5.jpg, int = 0.3632389322916666
cherry_2.jpg, int = 0.36245899150691185
cherry_4.jpg, int = 0.34961289001369333
cherry_1.jpg, int = 0.34413277989697433
cherry_3.jpg, int = 0.3300761891953572
pond_5.jpg, int = 0.31929036458333326
pond_3.jpg, int = 0.31458984375
pond_2.jpg, int = 0.29234049479166657
sunset2_4.jpg, int = 0.2918424479166667
pond_1.jpg, int = 0.29124348958333324
stHelens_5.jpg, int = 0.2838899739583334
boat_1.jpg, int = 0.282734375
stHelens_4.jpg, int = 0.27554361979166675
stHelens_2.jpg, int = 0.2582812499999999
sunset2_2.jpg, int = 0.24569335937500003
stHelens_3.jpg, int = 0.24568684895833337
beach_5.jpg, int = 0.2449381510416666
sunset1_5.jpg, int = 0.23974609375
crater_1.jpg, int = 0.22926757812499998
sunset2_1.jpg, int = 0.22869140624999995
beach_2.jpg, int = 0.22369140624999995
beach_3.jpg, int = 0.22316080729166676
sunset2_3.jpg, int = 0.20447591145833333
pond_4.jpg, int = 0.20038085937499994
sunset1_3.jpg, int = 0.18295247395833336
sunset1_2.jpg, int = 0.17760416666666667
beach_4.jpg, int = 0.16557291666666663
sunset1_4.jpg, int = 0.15191080729166673
sunset1_1.jpg, int = 0.1511035156249999

CHERRY_3.JPG


Query : cherry_3.jpg
Parameters : Color Space = opp, Similarity Metric = int, Spatial Info = n

cherry_3.jpg, int = 1.0
cherry_1.jpg, int = 0.8396393107476635
cherry_4.jpg, int = 0.829296875
cherry_2.jpg, int = 0.7594918224299065
cherry_5.jpg, int = 0.5662894275700935
pond_3.jpg, int = 0.47495254088785055
boat_2.jpg, int = 0.4732732184579439
sunset2_5.jpg, int = 0.4720210280373831
crater_4.jpg, int = 0.4539792640186916
crater_5.jpg, int = 0.4526942172897197
stHelens_2.jpg, int = 0.44932462032710285
crater_3.jpg, int = 0.4418443341121495
beach_3.jpg, int = 0.4278804030373832
boat_4.jpg, int = 0.4209805782710281
stHelens_5.jpg, int = 0.41766939252336455
stHelens_3.jpg, int = 0.40705680490654206
stHelens_1.jpg, int = 0.4042640186915888
boat_5.jpg, int = 0.39658294392523363
pond_1.jpg, int = 0.39285922897196257
boat_3.jpg, int = 0.3875328563084113
beach_1.jpg, int = 0.3855687792056075
crater_2.jpg, int = 0.3781359521028038
pond_5.jpg, int = 0.36845064252336446
beach_4.jpg, int = 0.35901723130841123
sunset1_1.jpg, int = 0.34788989485981303
sunset1_3.jpg, int = 0.3429358936915887
pond_2.jpg, int = 0.3383287091121495
stHelens_4.jpg, int = 0.3370546144859813
sunset1_2.jpg, int = 0.3304431950934579
crater_1.jpg, int = 0.3197210864485982
sunset2_4.jpg, int = 0.3166508469626168
sunset2_2.jpg, int = 0.3136755257009346
beach_2.jpg, int = 0.3123466705607476
sunset2_3.jpg, int = 0.3121276285046729
boat_1.jpg, int = 0.30278183411214954
sunset1_5.jpg, int = 0.27707724883177565
pond_4.jpg, int = 0.26813303154205603
sunset1_4.jpg, int = 0.2613646320093458
beach_5.jpg, int = 0.24415887850467288
sunset2_1.jpg, int = 0.24372079439252337

Query : cherry_3.jpg
Parameters : Color Space = opp, Similarity Metric = int, Spatial Info = y

cherry_3.jpg, int = 1.0
cherry_4.jpg, int = 0.8055559121511476
cherry_1.jpg, int = 0.7489230813119458
cherry_2.jpg, int = 0.6492569057283515
cherry_5.jpg, int = 0.45859894610719876
stHelens_2.jpg, int = 0.4159505717755607
pond_3.jpg, int = 0.3948355279244914
boat_2.jpg, int = 0.39340150422209186
crater_5.jpg, int = 0.3880116637323944
stHelens_3.jpg, int = 0.3715108140160407
stHelens_1.jpg, int = 0.36922121560380805
boat_4.jpg, int = 0.3574209070976786
crater_3.jpg, int = 0.3460128028005999
beach_3.jpg, int = 0.3405733445813771
boat_3.jpg, int = 0.3387527203149453
stHelens_5.jpg, int = 0.33719826918688056
boat_5.jpg, int = 0.3300761891953572
crater_4.jpg, int = 0.3223710244685707
sunset2_5.jpg, int = 0.32198600311358894
pond_1.jpg, int = 0.3206259984676577
beach_1.jpg, int = 0.3097321559565728
stHelens_4.jpg, int = 0.3043430286580594
pond_2.jpg, int = 0.2962779570944183
crater_1.jpg, int = 0.28121444232524784
beach_4.jpg, int = 0.27058020140519046
crater_2.jpg, int = 0.25960087783646324
boat_1.jpg, int = 0.25380523156298906
beach_2.jpg, int = 0.2321406739045383
sunset1_3.jpg, int = 0.22820859619522693
pond_5.jpg, int = 0.2252658165427751
sunset1_2.jpg, int = 0.2216411751760563
sunset1_1.jpg, int = 0.2201945687434793
sunset1_5.jpg, int = 0.21963690417970794
sunset1_4.jpg, int = 0.20366661776212824
beach_5.jpg, int = 0.1960141272985133
sunset2_4.jpg, int = 0.19381102878847167
pond_4.jpg, int = 0.18792414498565468
sunset2_3.jpg, int = 0.16948071531038078
sunset2_2.jpg, int = 0.16597324106677114
sunset2_1.jpg, int = 0.16543101199791332

STHELENS_2.JPG


Query : stHelens_2.jpg
Parameters : Color Space = opp, Similarity Metric = int, Spatial Info = n

stHelens_2.jpg, int = 1.0
stHelens_3.jpg, int = 0.8872591145833333
stHelens_4.jpg, int = 0.86015625
stHelens_5.jpg, int = 0.7832454427083333
stHelens_1.jpg, int = 0.6908463541666666
boat_1.jpg, int = 0.6378515625
beach_3.jpg, int = 0.6369368489583334
beach_4.jpg, int = 0.5587174479166667
beach_2.jpg, int = 0.5427669270833333
boat_4.jpg, int = 0.49954752604166663
pond_5.jpg, int = 0.48530273437500004
crater_4.jpg, int = 0.4825618489583333
pond_2.jpg, int = 0.4804817708333333
beach_1.jpg, int = 0.47843424479166674
cherry_2.jpg, int = 0.4682169976635514
pond_4.jpg, int = 0.4598958333333334
pond_1.jpg, int = 0.45712239583333325
cherry_4.jpg, int = 0.4568596670560747
boat_3.jpg, int = 0.4541015625
cherry_1.jpg, int = 0.45375657126168223
crater_3.jpg, int = 0.45148763020833327
cherry_3.jpg, int = 0.44932462032710285
crater_1.jpg, int = 0.43709309895833326
pond_3.jpg, int = 0.416474609375
crater_2.jpg, int = 0.4037044270833333
crater_5.jpg, int = 0.3809472656249999
boat_5.jpg, int = 0.3797135416666666
boat_2.jpg, int = 0.3782291666666666
cherry_5.jpg, int = 0.36445312500000004
beach_5.jpg, int = 0.33876627604166665
sunset2_5.jpg, int = 0.33629231770833334
sunset2_4.jpg, int = 0.31945963541666667
sunset1_3.jpg, int = 0.3057682291666667
sunset1_2.jpg, int = 0.3014518229166667
sunset2_2.jpg, int = 0.2859212239583333
sunset2_1.jpg, int = 0.2712858072916666
sunset2_3.jpg, int = 0.26576171875
sunset1_1.jpg, int = 0.26237304687500007
sunset1_5.jpg, int = 0.2583984375
sunset1_4.jpg, int = 0.1664095052083333

Query : stHelens_2.jpg
Parameters : Color Space = opp, Similarity Metric = int, Spatial Info = y

stHelens_2.jpg, int = 1.0
stHelens_3.jpg, int = 0.8551204427083333
stHelens_4.jpg, int = 0.7948990885416667
stHelens_5.jpg, int = 0.6451595052083332
stHelens_1.jpg, int = 0.6306673177083333
beach_3.jpg, int = 0.6101236979166667
beach_4.jpg, int = 0.5502213541666667
boat_1.jpg, int = 0.5187923177083333
beach_2.jpg, int = 0.5132714843749999
beach_1.jpg, int = 0.4267350260416667
cherry_3.jpg, int = 0.4159505717755607
cherry_1.jpg, int = 0.40783883713158586
cherry_4.jpg, int = 0.3909486359709181
crater_1.jpg, int = 0.3903906250000001
cherry_2.jpg, int = 0.384561601379108
pond_1.jpg, int = 0.35616536458333325
beach_5.jpg, int = 0.33773763020833336
pond_3.jpg, int = 0.33736653645833337
boat_3.jpg, int = 0.3329524739583333
crater_4.jpg, int = 0.3313444010416666
boat_4.jpg, int = 0.31630533854166654
boat_2.jpg, int = 0.313583984375
pond_2.jpg, int = 0.31260416666666657
crater_5.jpg, int = 0.2951041666666666
crater_3.jpg, int = 0.2912141927083334
pond_5.jpg, int = 0.29041666666666666
crater_2.jpg, int = 0.2737174479166665
boat_5.jpg, int = 0.2582812499999999
sunset2_5.jpg, int = 0.2534895833333334
pond_4.jpg, int = 0.23693684895833333
cherry_5.jpg, int = 0.23647534803729775
sunset1_3.jpg, int = 0.23200520833333338
sunset1_1.jpg, int = 0.22270182291666663
sunset1_2.jpg, int = 0.21544270833333334
sunset2_1.jpg, int = 0.18275716145833332
sunset2_4.jpg, int = 0.17031901041666675
sunset2_3.jpg, int = 0.14492187499999998
sunset2_2.jpg, int = 0.14277343750000016
sunset1_5.jpg, int = 0.13765950520833348
sunset1_4.jpg, int = 0.1090462239583333

SUNSET1_2.JPG


Query : sunset1_2.jpg
Parameters : Color Space = opp, Similarity Metric = int, Spatial Info = n

sunset1_2.jpg, int = 1.0
sunset1_3.jpg, int = 0.95115234375
sunset1_1.jpg, int = 0.8698404947916667
sunset2_4.jpg, int = 0.6264127604166667
sunset1_5.jpg, int = 0.5857389322916666
pond_3.jpg, int = 0.5798795572916666
sunset1_4.jpg, int = 0.545
pond_1.jpg, int = 0.52306640625
pond_4.jpg, int = 0.50767578125
sunset2_1.jpg, int = 0.48297851562499994
sunset2_2.jpg, int = 0.4681022135416666
sunset2_3.jpg, int = 0.45860677083333334
beach_2.jpg, int = 0.45364908854166663
pond_5.jpg, int = 0.4494856770833333
pond_2.jpg, int = 0.42458658854166664
cherry_1.jpg, int = 0.40191661799065415
beach_1.jpg, int = 0.39346354166666675
sunset2_5.jpg, int = 0.38603515624999996
cherry_2.jpg, int = 0.36001387266355134
beach_3.jpg, int = 0.34281249999999996
boat_3.jpg, int = 0.33221679687500005
cherry_3.jpg, int = 0.3304431950934579
boat_4.jpg, int = 0.3025423177083333
stHelens_2.jpg, int = 0.3014518229166667
boat_2.jpg, int = 0.300673828125
beach_4.jpg, int = 0.2992415364583334
stHelens_3.jpg, int = 0.2971647135416666
cherry_4.jpg, int = 0.2897707359813084
crater_4.jpg, int = 0.2774283854166666
crater_5.jpg, int = 0.2744759114583333
stHelens_4.jpg, int = 0.27035481770833325
stHelens_1.jpg, int = 0.2592903645833333
stHelens_5.jpg, int = 0.25911458333333326
crater_3.jpg, int = 0.2466145833333333
beach_5.jpg, int = 0.22524088541666665
crater_2.jpg, int = 0.22117838541666668
boat_5.jpg, int = 0.2168912760416667
boat_1.jpg, int = 0.21601562500000004
crater_1.jpg, int = 0.21430338541666671
cherry_5.jpg, int = 0.16969918224299063

Query : sunset1_2.jpg
Parameters : Color Space = opp, Similarity Metric = int, Spatial Info = y

sunset1_2.jpg, int = 1.0
sunset1_3.jpg, int = 0.946728515625
sunset1_1.jpg, int = 0.8685384114583333
sunset2_4.jpg, int = 0.5543912760416667
sunset1_4.jpg, int = 0.4893522135416667
sunset1_5.jpg, int = 0.4633691406249999
sunset2_2.jpg, int = 0.41328124999999993
sunset2_3.jpg, int = 0.40830078125
beach_2.jpg, int = 0.35295898437500006
sunset2_1.jpg, int = 0.32797200520833325
sunset2_5.jpg, int = 0.32002278645833326
pond_1.jpg, int = 0.31935221354166676
pond_3.jpg, int = 0.30312174479166654
beach_3.jpg, int = 0.2706998697916667
pond_4.jpg, int = 0.2684700520833334
boat_2.jpg, int = 0.2587141927083333
beach_4.jpg, int = 0.24694010416666667
stHelens_3.jpg, int = 0.24444335937500006
boat_3.jpg, int = 0.24353190104166667
cherry_1.jpg, int = 0.23597881414645272
cherry_2.jpg, int = 0.23157969809598333
pond_5.jpg, int = 0.22842447916666664
crater_5.jpg, int = 0.22168945312499988
cherry_3.jpg, int = 0.2216411751760563
pond_2.jpg, int = 0.220830078125
beach_1.jpg, int = 0.21831380208333329
stHelens_2.jpg, int = 0.21544270833333334
crater_4.jpg, int = 0.21137369791666671
boat_4.jpg, int = 0.20912434895833332
crater_3.jpg, int = 0.20135742187500005
crater_2.jpg, int = 0.1948860677083334
cherry_4.jpg, int = 0.18233705619131457
boat_5.jpg, int = 0.17760416666666667
stHelens_1.jpg, int = 0.16868164062500002
stHelens_5.jpg, int = 0.1686588541666666
stHelens_4.jpg, int = 0.15582031250000006
cherry_5.jpg, int = 0.13601635856807504
boat_1.jpg, int = 0.13334960937500007
crater_1.jpg, int = 0.12933593750000005
beach_5.jpg, int = 0.12522135416666658

SIMILARITY CHARTS

Below is (recall, precision) tables for the different combinations of parameters.
They are broken into two groups:  Those that took into account spatial recognition
and those that did not.  Charts comparing precision vs. recall are also presented for
the two groups.

Number of images retrieved:      5                     15                     25                     40

(RED)             rgb  ssd  no   3.2/5, 3.2/5     4.4/5, 4.4/15     4.8/5, 4.8/25     5.0/5, 5.0/40
(YELLOW)    rgb  int  no   3.8/5, 3.8/5     4.4/5, 4.4/15     5.0/5, 5.0/25     5.0/5, 5.0/40
(ORANGE)    opp  ssd  no   3.6/5, 3.6/5     4.2/5, 4.2/15     4.4/5, 4.4/25     5.0/5, 5.0/40
(GREEN)       opp  int   no   3.8/5, 3.8/5     4.0/5, 4.0/15     4.8/5, 4.8/25     5.0/5, 5.0/40





Number of images retrieved:      5                     15                     25                     40

(BLUE)          rgb  ssd  yes   3.4/5, 3.4/5     4.2/5, 4.2/15     4.8/5, 4.8/25     5.0/5, 5.0/40
(CYAN)         rgb  int  yes   3.6/5, 3.6/5     4.4/5, 4.4/15     5.0/5, 5.0/25     5.0/5, 5.0/40
(BLACK)      opp  ssd  yes   3.8/5, 3.8/5     4.0/5, 4.0/15     4.4/5, 4.4/25     5.0/5, 5.0/40
(GRAY)         opp  int   yes   4.0/5, 4.0/5     4.2/5, 4.2/15     4.8/5, 4.8/25     5.0/5, 5.0/40




From the above results, it appears that the settings associated with (GRAY)
are the best, because it has the highest initial precision vs. recall.

GOOGLE COMPARISON

Beach Search Results

beach_1.jpg
beach_2.jpg
beach_3.jpg
beach_4.jpg
beach_5.jpg
beach_6.jpg
beach_7.jpg
beach_8.jpg
beach_9.jpg
beach_10.jpg
beach_11.jpg
beach_12.jpg
beach_13.jpg
beach_14.jpg
beach_15.jpg
beach_16.jpg
beach_17.jpg
beach_18.jpg
beach_19.jpg
beach_20.jpg

My re-ordering:

BEACH_1.JPG


Query : beach_1.jpg
Parameters : Color Space = opp, Similarity Metric = int, Spatial Info = y

beach_7.jpg, int = 0.6629994710286458
beach_13.jpg, int = 0.6594751847155693
beach_6.jpg, int = 0.6277013333333332
beach_1.jpg, int = 0.4992024739583334
beach_8.jpg, int = 0.48761916063446853
beach_16.jpg, int = 0.44991666666666663
beach_18.jpg, int = 0.4434416666666666
beach_19.jpg, int = 0.39712890624999997
beach_15.jpg, int = 0.3720554888622115
beach_4.jpg, int = 0.37071618750753765
beach_12.jpg, int = 0.2986080972161945
beach_10.jpg, int = 0.289306640625
beach_9.jpg, int = 0.27991969123003313
beach_5.jpg, int = 0.24969957753090277
beach_3.jpg, int = 0.22007069104672838
beach_14.jpg, int = 0.21279947916666664
beach_20.jpg, int = 0.20989021019141507
beach_11.jpg, int = 0.19637662776932174
beach_17.jpg, int = 0.04290035425007599
beach_2.jpg, int = 0.038274341920852106

Boat Search Results

boat_1.jpg
boat_2.jpg
boat_3.jpg
boat_4.jpg
boat_5.jpg
boat_6.jpg
boat_7.jpg
boat_8.jpg
boat_9.jpg
boat_10.jpg
boat_11.jpg
boat_12.jpg
boat_13.jpg
boat_14.jpg
boat_15.jpg
boat_16.jpg
boat_17.jpg
boat_18.jpg
boat_19.jpg
boat_20.jpg

My re-ordering:

BOAT_2.JPG


Query : boat_2.jpg
Parameters : Color Space = opp, Similarity Metric = int, Spatial Info = y

boat_8.jpg, int = 0.49130859375
boat_5.jpg, int = 0.44348755893972225
boat_13.jpg, int = 0.43584903050922463
boat_14.jpg, int = 0.416250565355043
boat_6.jpg, int = 0.3937141927083333
boat_11.jpg, int = 0.3531435378780511
boat_7.jpg, int = 0.34886743012007504
boat_19.jpg, int = 0.34525065104166675
boat_17.jpg, int = 0.3449374787631668
boat_4.jpg, int = 0.31093980173004443
boat_2.jpg, int = 0.2816311511771602
boat_20.jpg, int = 0.23821543577928728
boat_12.jpg, int = 0.23498697916666667
boat_9.jpg, int = 0.20435000000000014
boat_3.jpg, int = 0.20195216049382714
boat_18.jpg, int = 0.192268793857579
boat_10.jpg, int = 0.16341294565593623
boat_16.jpg, int = 0.13053710937500007
boat_15.jpg, int = 0.09656852860119647
boat_1.jpg, int = 0.09282637564059393