CSE 455 Project 3

Overall the images seemed to be grouped by relative dullness and matching of large horizontal segments (eg the sky or bodies of water).
Bright pictures like the cherry series were closely ranked and were ranked near last for "dull" or more "faded" images.
It was hardest to match the beach image from the data set provided.
This might be related to the fact that most of the image set contained water and sky and the beach didn't really have anything else distinguishing.

Query Results for beach_1 (using OPP, INT, and no spatial information)

Result 0	beach_1.jpg	INT = 1.0
Result 1	boat_3.jpg	INT = 0.6049674479166667
Result 2	crater_4.jpg	INT = 0.5790201822916666
Result 3	boat_4.jpg	INT = 0.547861328125
Result 4	boat_5.jpg	INT = 0.5448502604166666
Result 5	sunset2_2.jpg	INT = 0.540712890625
Result 6	sunset2_4.jpg	INT = 0.5404459635416666
Result 7	crater_3.jpg	INT = 0.5060221354166666
Result 8	sunset2_3.jpg	INT = 0.5009375
Result 9	crater_5.jpg	INT = 0.49517578125
Result 10	beach_5.jpg	INT = 0.48748046875
Result 11	crater_2.jpg	INT = 0.48662109375
Result 12	beach_3.jpg	INT = 0.4834895833333333
Result 13	pond_3.jpg	INT = 0.4830826822916667
Result 14	beach_4.jpg	INT = 0.4801334635416667
Result 15	stHelens_3.jpg	INT = 0.4720735677083333
Result 16	beach_2.jpg	INT = 0.4688671875
Result 17	pond_1.jpg	INT = 0.462744140625
Result 18	boat_2.jpg	INT = 0.4439420572916667
Result 19	pond_5.jpg	INT = 0.42976236979166665
Result 20	pond_2.jpg	INT = 0.422724609375
Result 21	stHelens_4.jpg	INT = 0.41790690104166667
Result 22	stHelens_2.jpg	INT = 0.38494140625
Result 23	crater_1.jpg	INT = 0.383232421875
Result 24	boat_1.jpg	INT = 0.3696516927083333
Result 25	sunset1_5.jpg	INT = 0.359521484375
Result 26	pond_4.jpg	INT = 0.35064127604166667
Result 27	sunset2_1.jpg	INT = 0.34949869791666666
Result 28	sunset2_5.jpg	INT = 0.32464518229166667
Result 29	stHelens_5.jpg	INT = 0.32069010416666666
Result 30	sunset1_1.jpg	INT = 0.27648763020833333
Result 31	sunset1_3.jpg	INT = 0.2586848958333333
Result 32	stHelens_1.jpg	INT = 0.25416015625
Result 33	sunset1_2.jpg	INT = 0.246669921875
Result 34	sunset1_4.jpg	INT = 0.23269856770833333
Result 35	cherry_2.jpg	INT = 0.16108717873831777
Result 36	cherry_5.jpg	INT = 0.15942245911214953
Result 37	cherry_1.jpg	INT = 0.151953125
Result 38	cherry_3.jpg	INT = 0.1295816296728972
Result 39	cherry_4.jpg	INT = 0.12597108644859814

Query Results for beach_1 (using OPP, INT, and spatial information)

Result 0	beach_1.jpg	INT = 1.0
Result 1	crater_4.jpg	INT = 0.4984700520833334
Result 2	beach_5.jpg	INT = 0.47704752604166667
Result 3	boat_3.jpg	INT = 0.471474609375
Result 4	sunset2_4.jpg	INT = 0.4562434895833334
Result 5	boat_5.jpg	INT = 0.40285807291666664
Result 6	sunset2_2.jpg	INT = 0.3855208333333333
Result 7	crater_3.jpg	INT = 0.38511718749999996
Result 8	stHelens_3.jpg	INT = 0.383369140625
Result 9	crater_2.jpg	INT = 0.3743489583333333
Result 10	sunset2_3.jpg	INT = 0.3590266927083334
Result 11	boat_2.jpg	INT = 0.35434570312499997
Result 12	crater_5.jpg	INT = 0.34870442708333327
Result 13	beach_4.jpg	INT = 0.33102213541666664
Result 14	beach_3.jpg	INT = 0.329111328125
Result 15	stHelens_2.jpg	INT = 0.326845703125
Result 16	sunset1_5.jpg	INT = 0.325146484375
Result 17	beach_2.jpg	INT = 0.321728515625
Result 18	crater_1.jpg	INT = 0.3112923177083333
Result 19	stHelens_5.jpg	INT = 0.31092773437500004
Result 20	stHelens_4.jpg	INT = 0.3108951822916666
Result 21	pond_3.jpg	INT = 0.2976204427083333
Result 22	boat_4.jpg	INT = 0.2844563802083333
Result 23	pond_1.jpg	INT = 0.2810774739583333
Result 24	sunset2_1.jpg	INT = 0.24099609375
Result 25	stHelens_1.jpg	INT = 0.22871419270833335
Result 26	boat_1.jpg	INT = 0.22818684895833333
Result 27	pond_2.jpg	INT = 0.21842122395833333
Result 28	sunset1_4.jpg	INT = 0.19226888020833333
Result 29	sunset2_5.jpg	INT = 0.18399739583333333
Result 30	sunset1_1.jpg	INT = 0.1724609375
Result 31	sunset1_3.jpg	INT = 0.16030598958333334
Result 32	pond_4.jpg	INT = 0.152333984375
Result 33	pond_5.jpg	INT = 0.15013997395833334
Result 34	sunset1_2.jpg	INT = 0.14598307291666665
Result 35	cherry_5.jpg	INT = 0.1353817580600151
Result 36	cherry_2.jpg	INT = 0.11000751009553826
Result 37	cherry_1.jpg	INT = 0.10960581745132802
Result 38	cherry_4.jpg	INT = 0.09825946867100037
Result 39	cherry_3.jpg	INT = 0.08782202612528317

Query Results for boat_5 (using OPP, INT, and no spatial information)

Result 0	boat_5.jpg	INT = 1.0
Result 1	boat_3.jpg	INT = 0.8722005208333333
Result 2	boat_4.jpg	INT = 0.755595703125
Result 3	boat_2.jpg	INT = 0.680537109375
Result 4	beach_1.jpg	INT = 0.5448502604166666
Result 5	crater_4.jpg	INT = 0.5161588541666666
Result 6	sunset2_4.jpg	INT = 0.482373046875
Result 7	crater_5.jpg	INT = 0.47717122395833333
Result 8	beach_2.jpg	INT = 0.47626627604166666
Result 9	beach_3.jpg	INT = 0.4483561197916667
Result 10	beach_5.jpg	INT = 0.421591796875
Result 11	stHelens_5.jpg	INT = 0.41420572916666665
Result 12	beach_4.jpg	INT = 0.39689453125
Result 13	sunset1_5.jpg	INT = 0.37288736979166665
Result 14	sunset2_5.jpg	INT = 0.36886393229166664
Result 15	crater_3.jpg	INT = 0.36804036458333333
Result 16	pond_5.jpg	INT = 0.32986002604166664
Result 17	stHelens_2.jpg	INT = 0.32572591145833335
Result 18	stHelens_1.jpg	INT = 0.31988606770833333
Result 19	crater_1.jpg	INT = 0.3136295572916667
Result 20	crater_2.jpg	INT = 0.310224609375
Result 21	cherry_5.jpg	INT = 0.3061185747663551
Result 22	sunset1_3.jpg	INT = 0.3019140625
Result 23	stHelens_3.jpg	INT = 0.29829752604166665
Result 24	sunset1_4.jpg	INT = 0.29306966145833335
Result 25	sunset1_2.jpg	INT = 0.29173177083333335
Result 26	stHelens_4.jpg	INT = 0.26300130208333333
Result 27	sunset1_1.jpg	INT = 0.26286458333333335
Result 28	pond_1.jpg	INT = 0.2553125
Result 29	pond_2.jpg	INT = 0.25474934895833334
Result 30	sunset2_2.jpg	INT = 0.24875
Result 31	boat_1.jpg	INT = 0.248505859375
Result 32	cherry_2.jpg	INT = 0.24502044392523364
Result 33	pond_3.jpg	INT = 0.24319661458333333
Result 34	cherry_1.jpg	INT = 0.2393290011682243
Result 35	cherry_3.jpg	INT = 0.22171801985981307
Result 36	sunset2_3.jpg	INT = 0.21305338541666666
Result 37	pond_4.jpg	INT = 0.19645833333333335
Result 38	cherry_4.jpg	INT = 0.18592654789719626
Result 39	sunset2_1.jpg	INT = 0.17348958333333334

Query Results for boat_5 (using OPP, INT, and spatial information)

Result 0	boat_5.jpg	INT = 1.0
Result 1	boat_3.jpg	INT = 0.8600585937499999
Result 2	boat_4.jpg	INT = 0.7067838541666666
Result 3	boat_2.jpg	INT = 0.6057454427083333
Result 4	crater_4.jpg	INT = 0.45777343750000005
Result 5	crater_5.jpg	INT = 0.42031250000000003
Result 6	sunset2_4.jpg	INT = 0.405712890625
Result 7	beach_1.jpg	INT = 0.40285807291666664
Result 8	stHelens_5.jpg	INT = 0.3421647135416667
Result 9	beach_2.jpg	INT = 0.31792643229166667
Result 10	sunset1_5.jpg	INT = 0.30240234375
Result 11	beach_5.jpg	INT = 0.30230143229166667
Result 12	sunset2_5.jpg	INT = 0.2942903645833333
Result 13	beach_3.jpg	INT = 0.2783072916666666
Result 14	cherry_5.jpg	INT = 0.27281045319117503
Result 15	stHelens_1.jpg	INT = 0.2722981770833333
Result 16	crater_2.jpg	INT = 0.2679264322916667
Result 17	sunset1_3.jpg	INT = 0.262958984375
Result 18	sunset1_2.jpg	INT = 0.256923828125
Result 19	sunset1_4.jpg	INT = 0.2555078125
Result 20	crater_3.jpg	INT = 0.24856770833333333
Result 21	crater_1.jpg	INT = 0.23518880208333334
Result 22	stHelens_2.jpg	INT = 0.23293619791666667
Result 23	beach_4.jpg	INT = 0.22169921874999998
Result 24	sunset1_1.jpg	INT = 0.2116471354166667
Result 25	pond_3.jpg	INT = 0.20402018229166663
Result 26	stHelens_3.jpg	INT = 0.19940104166666664
Result 27	stHelens_4.jpg	INT = 0.1905078125
Result 28	pond_1.jpg	INT = 0.18196614583333334
Result 29	pond_2.jpg	INT = 0.180751953125
Result 30	cherry_1.jpg	INT = 0.18006187621064382
Result 31	boat_1.jpg	INT = 0.17911783854166666
Result 32	cherry_2.jpg	INT = 0.17489732611871697
Result 33	pond_5.jpg	INT = 0.16993489583333332
Result 34	sunset2_2.jpg	INT = 0.15856770833333333
Result 35	sunset2_3.jpg	INT = 0.13615234375
Result 36	cherry_3.jpg	INT = 0.13417903985685675
Result 37	pond_4.jpg	INT = 0.13007812500000002
Result 38	sunset2_1.jpg	INT = 0.104609375
Result 39	cherry_4.jpg	INT = 0.09050057556879741

Query Results for cherry_3 (using OPP, INT, and no spatial information)

Result 0	cherry_3.jpg	INT = 1.0
Result 1	cherry_1.jpg	INT = 0.8562463492990654
Result 2	cherry_4.jpg	INT = 0.8445202978971963
Result 3	cherry_2.jpg	INT = 0.8430892231308411
Result 4	cherry_5.jpg	INT = 0.5962105724299065
Result 5	stHelens_1.jpg	INT = 0.301675671728972
Result 6	sunset2_5.jpg	INT = 0.2900226343457944
Result 7	sunset1_4.jpg	INT = 0.27401066004672897
Result 8	pond_5.jpg	INT = 0.2736492406542056
Result 9	beach_3.jpg	INT = 0.27306877920560746
Result 10	boat_2.jpg	INT = 0.2645699474299065
Result 11	sunset1_5.jpg	INT = 0.25979117990654205
Result 12	beach_2.jpg	INT = 0.25125584112149535
Result 13	pond_4.jpg	INT = 0.24706848714953272
Result 14	boat_3.jpg	INT = 0.24353095794392524
Result 15	sunset1_3.jpg	INT = 0.23832505841121496
Result 16	pond_1.jpg	INT = 0.2342691296728972
Result 17	beach_4.jpg	INT = 0.2298298773364486
Result 18	stHelens_2.jpg	INT = 0.22788770443925233
Result 19	sunset1_1.jpg	INT = 0.2242516063084112
Result 20	sunset2_4.jpg	INT = 0.22413478387850466
Result 21	pond_3.jpg	INT = 0.22227292640186916
Result 22	boat_5.jpg	INT = 0.22171801985981307
Result 23	stHelens_3.jpg	INT = 0.21793589369158878
Result 24	stHelens_4.jpg	INT = 0.21788478387850468
Result 25	crater_5.jpg	INT = 0.2138471086448598
Result 26	sunset1_2.jpg	INT = 0.21356965537383177
Result 27	crater_3.jpg	INT = 0.21072941004672896
Result 28	pond_2.jpg	INT = 0.20579001168224298
Result 29	boat_1.jpg	INT = 0.20483717873831775
Result 30	crater_4.jpg	INT = 0.20253358644859812
Result 31	stHelens_5.jpg	INT = 0.18635733060747664
Result 32	boat_4.jpg	INT = 0.17301766939252336
Result 33	beach_1.jpg	INT = 0.1295816296728972
Result 34	crater_2.jpg	INT = 0.12664646612149533
Result 35	crater_1.jpg	INT = 0.11345283294392523
Result 36	beach_5.jpg	INT = 0.10524240654205608
Result 37	sunset2_3.jpg	INT = 0.09119450934579439
Result 38	sunset2_2.jpg	INT = 0.08493355724299065
Result 39	sunset2_1.jpg	INT = 0.045991530373831774

Query Results for cherry_3 (using OPP, INT, and spatial information)

Result 0	cherry_3.jpg	INT = 1.0
Result 1	cherry_4.jpg	INT = 0.8279775682064415
Result 2	cherry_1.jpg	INT = 0.7589032849486195
Result 3	cherry_2.jpg	INT = 0.67411458846318
Result 4	cherry_5.jpg	INT = 0.5719980650218327
Result 5	stHelens_1.jpg	INT = 0.2433180156111494
Result 6	sunset1_4.jpg	INT = 0.21774344713385207
Result 7	sunset2_5.jpg	INT = 0.20407166190616896
Result 8	beach_3.jpg	INT = 0.2028221338520634
Result 9	sunset1_5.jpg	INT = 0.1971372121130044
Result 10	stHelens_2.jpg	INT = 0.19282732012705606
Result 11	stHelens_4.jpg	INT = 0.18598613094651828
Result 12	boat_1.jpg	INT = 0.18428630495091766
Result 13	crater_5.jpg	INT = 0.18098701840999376
Result 14	stHelens_3.jpg	INT = 0.1804573104419055
Result 15	beach_4.jpg	INT = 0.17842902036343936
Result 16	crater_3.jpg	INT = 0.17842391616599362
Result 17	sunset1_2.jpg	INT = 0.17561158032108737
Result 18	sunset1_3.jpg	INT = 0.17206772833973538
Result 19	boat_2.jpg	INT = 0.1669463459076135
Result 20	crater_4.jpg	INT = 0.16577584314160018
Result 21	sunset1_1.jpg	INT = 0.15933462810663515
Result 22	pond_5.jpg	INT = 0.1472883886946387
Result 23	boat_4.jpg	INT = 0.14266324198102368
Result 24	stHelens_5.jpg	INT = 0.13692420035949965
Result 25	pond_3.jpg	INT = 0.13639349207130896
Result 26	boat_5.jpg	INT = 0.13417903985685675
Result 27	boat_3.jpg	INT = 0.13280085524803834
Result 28	pond_1.jpg	INT = 0.12842922555730654
Result 29	pond_2.jpg	INT = 0.1272874755819298
Result 30	sunset2_4.jpg	INT = 0.12479852527167667
Result 31	beach_2.jpg	INT = 0.1217528583505696
Result 32	beach_5.jpg	INT = 0.09291009020322401
Result 33	beach_1.jpg	INT = 0.08782202612528317
Result 34	crater_2.jpg	INT = 0.07793811968547884
Result 35	crater_1.jpg	INT = 0.07386084059719622
Result 36	pond_4.jpg	INT = 0.06752863480416298
Result 37	sunset2_3.jpg	INT = 0.06121912858268492
Result 38	sunset2_2.jpg	INT = 0.04328985275288092
Result 39	sunset2_1.jpg	INT = 0.02644859175448964

Query Results for stHelens_2 (using OPP, INT, and no spatial information)

Result 0	stHelens_2.jpg	INT = 1.0
Result 1	stHelens_3.jpg	INT = 0.8675162760416667
Result 2	stHelens_4.jpg	INT = 0.82552734375
Result 3	stHelens_1.jpg	INT = 0.7675553385416667
Result 4	boat_1.jpg	INT = 0.6794889322916666
Result 5	stHelens_5.jpg	INT = 0.5948079427083334
Result 6	beach_3.jpg	INT = 0.5509309895833333
Result 7	beach_2.jpg	INT = 0.49547200520833334
Result 8	beach_4.jpg	INT = 0.48455729166666667
Result 9	crater_3.jpg	INT = 0.478076171875
Result 10	crater_5.jpg	INT = 0.46988606770833335
Result 11	crater_4.jpg	INT = 0.4558235677083333
Result 12	boat_4.jpg	INT = 0.41436848958333333
Result 13	boat_3.jpg	INT = 0.39838541666666666
Result 14	crater_1.jpg	INT = 0.39279622395833336
Result 15	beach_1.jpg	INT = 0.38494140625
Result 16	boat_2.jpg	INT = 0.3743391927083333
Result 17	beach_5.jpg	INT = 0.3685123697916667
Result 18	pond_3.jpg	INT = 0.3646158854166667
Result 19	crater_2.jpg	INT = 0.3489811197916667
Result 20	pond_5.jpg	INT = 0.34828776041666665
Result 21	sunset2_3.jpg	INT = 0.327373046875
Result 22	pond_2.jpg	INT = 0.32682942708333335
Result 23	boat_5.jpg	INT = 0.32572591145833335
Result 24	pond_1.jpg	INT = 0.3187662760416667
Result 25	sunset2_5.jpg	INT = 0.31209635416666665
Result 26	cherry_5.jpg	INT = 0.3119304906542056
Result 27	sunset2_2.jpg	INT = 0.309912109375
Result 28	pond_4.jpg	INT = 0.29990234375
Result 29	sunset2_4.jpg	INT = 0.2813541666666667
Result 30	sunset1_3.jpg	INT = 0.274189453125
Result 31	cherry_2.jpg	INT = 0.2657710280373832
Result 32	sunset1_1.jpg	INT = 0.2647623697916667
Result 33	cherry_1.jpg	INT = 0.2639055198598131
Result 34	sunset1_2.jpg	INT = 0.26355143229166667
Result 35	cherry_3.jpg	INT = 0.22788770443925233
Result 36	cherry_4.jpg	INT = 0.2259236273364486
Result 37	sunset1_5.jpg	INT = 0.21507161458333332
Result 38	sunset2_1.jpg	INT = 0.19639973958333334
Result 39	sunset1_4.jpg	INT = 0.17954752604166666

Query Results for stHelens_2 (using OPP, INT, and spatial information)

Result 0	stHelens_2.jpg	INT = 1.0
Result 1	stHelens_3.jpg	INT = 0.8404492187499999
Result 2	stHelens_4.jpg	INT = 0.78267578125
Result 3	stHelens_1.jpg	INT = 0.7143717447916668
Result 4	boat_1.jpg	INT = 0.6318424479166667
Result 5	stHelens_5.jpg	INT = 0.56802734375
Result 6	beach_3.jpg	INT = 0.5457942708333333
Result 7	beach_4.jpg	INT = 0.4722916666666666
Result 8	beach_2.jpg	INT = 0.45767903645833335
Result 9	crater_1.jpg	INT = 0.3702148437500001
Result 10	beach_1.jpg	INT = 0.326845703125
Result 11	crater_3.jpg	INT = 0.30779296875
Result 12	beach_5.jpg	INT = 0.3033268229166667
Result 13	boat_3.jpg	INT = 0.3006380208333333
Result 14	cherry_5.jpg	INT = 0.2787816973226304
Result 15	pond_1.jpg	INT = 0.2714453125
Result 16	pond_3.jpg	INT = 0.26930989583333337
Result 17	crater_4.jpg	INT = 0.25629557291666666
Result 18	boat_2.jpg	INT = 0.25
Result 19	crater_5.jpg	INT = 0.2485904947916667
Result 20	pond_2.jpg	INT = 0.24454752604166666
Result 21	boat_5.jpg	INT = 0.23293619791666667
Result 22	cherry_1.jpg	INT = 0.2303209591171739
Result 23	boat_4.jpg	INT = 0.22720703125
Result 24	cherry_2.jpg	INT = 0.22140410572408808
Result 25	sunset2_5.jpg	INT = 0.21096354166666667
Result 26	sunset1_3.jpg	INT = 0.20364583333333333
Result 27	sunset1_1.jpg	INT = 0.1985416666666667
Result 28	sunset1_2.jpg	INT = 0.19689453125
Result 29	cherry_3.jpg	INT = 0.19282732012705606
Result 30	crater_2.jpg	INT = 0.1828385416666667
Result 31	cherry_4.jpg	INT = 0.17260038596966412
Result 32	pond_5.jpg	INT = 0.17103190104166666
Result 33	sunset1_4.jpg	INT = 0.15949869791666668
Result 34	sunset1_5.jpg	INT = 0.14892252604166667
Result 35	sunset2_4.jpg	INT = 0.13612955729166668
Result 36	sunset2_3.jpg	INT = 0.12878580729166667
Result 37	pond_4.jpg	INT = 0.10390299479166666
Result 38	sunset2_2.jpg	INT = 0.103388671875
Result 39	sunset2_1.jpg	INT = 0.08713541666666667

Query Results for sunset1_2 (using OPP, INT, and no spatial information)

Result 0	sunset1_2.jpg	INT = 1.0
Result 1	sunset1_3.jpg	INT = 0.9210026041666667
Result 2	sunset1_1.jpg	INT = 0.849150390625
Result 3	sunset2_5.jpg	INT = 0.5645768229166667
Result 4	sunset2_4.jpg	INT = 0.5499544270833333
Result 5	sunset1_5.jpg	INT = 0.481552734375
Result 6	sunset1_4.jpg	INT = 0.44750651041666667
Result 7	boat_2.jpg	INT = 0.41673828125
Result 8	crater_5.jpg	INT = 0.3533658854166667
Result 9	crater_4.jpg	INT = 0.34986002604166666
Result 10	crater_1.jpg	INT = 0.31224934895833334
Result 11	boat_4.jpg	INT = 0.3064420572916667
Result 12	beach_5.jpg	INT = 0.3023763020833333
Result 13	boat_5.jpg	INT = 0.29173177083333335
Result 14	sunset2_2.jpg	INT = 0.29051106770833335
Result 15	sunset2_1.jpg	INT = 0.29010091145833333
Result 16	crater_3.jpg	INT = 0.289140625
Result 17	pond_4.jpg	INT = 0.28900716145833333
Result 18	boat_3.jpg	INT = 0.2784505208333333
Result 19	sunset2_3.jpg	INT = 0.2683235677083333
Result 20	stHelens_3.jpg	INT = 0.2644173177083333
Result 21	stHelens_2.jpg	INT = 0.26355143229166667
Result 22	crater_2.jpg	INT = 0.253271484375
Result 23	boat_1.jpg	INT = 0.24955078125
Result 24	beach_1.jpg	INT = 0.246669921875
Result 25	stHelens_1.jpg	INT = 0.24457356770833333
Result 26	stHelens_5.jpg	INT = 0.24220377604166668
Result 27	cherry_5.jpg	INT = 0.23834696261682242
Result 28	cherry_2.jpg	INT = 0.23416691004672896
Result 29	beach_3.jpg	INT = 0.22953125
Result 30	beach_2.jpg	INT = 0.22283528645833334
Result 31	cherry_1.jpg	INT = 0.2227986273364486
Result 32	stHelens_4.jpg	INT = 0.22192057291666667
Result 33	pond_5.jpg	INT = 0.21931315104166665
Result 34	cherry_3.jpg	INT = 0.21356965537383177
Result 35	cherry_4.jpg	INT = 0.19990508177570093
Result 36	pond_2.jpg	INT = 0.196259765625
Result 37	beach_4.jpg	INT = 0.17535807291666666
Result 38	pond_1.jpg	INT = 0.147314453125
Result 39	pond_3.jpg	INT = 0.12405598958333333

Query Results for sunset_2 (using OPP, INT, and spatial information)

Result 0	sunset1_2.jpg	INT = 1.0
Result 1	sunset1_3.jpg	INT = 0.9146158854166666
Result 2	sunset1_1.jpg	INT = 0.8478092447916667
Result 3	sunset2_4.jpg	INT = 0.46435546875
Result 4	sunset1_4.jpg	INT = 0.40915364583333336
Result 5	sunset2_5.jpg	INT = 0.40770833333333334
Result 6	boat_2.jpg	INT = 0.3907486979166667
Result 7	sunset1_5.jpg	INT = 0.3723567708333333
Result 8	crater_5.jpg	INT = 0.2832291666666667
Result 9	boat_5.jpg	INT = 0.256923828125
Result 10	boat_3.jpg	INT = 0.25561848958333333
Result 11	boat_4.jpg	INT = 0.25528645833333335
Result 12	crater_4.jpg	INT = 0.24668294270833332
Result 13	sunset2_2.jpg	INT = 0.22286132812500004
Result 14	sunset2_3.jpg	INT = 0.216962890625
Result 15	cherry_5.jpg	INT = 0.2105225210528908
Result 16	beach_2.jpg	INT = 0.20063476562500002
Result 17	cherry_2.jpg	INT = 0.198638307848255
Result 18	stHelens_2.jpg	INT = 0.19689453125
Result 19	stHelens_1.jpg	INT = 0.19673502604166668
Result 20	cherry_1.jpg	INT = 0.1913734702797203
Result 21	beach_3.jpg	INT = 0.1884537760416667
Result 22	crater_2.jpg	INT = 0.18381184895833336
Result 23	stHelens_3.jpg	INT = 0.18274739583333333
Result 24	crater_3.jpg	INT = 0.18054361979166667
Result 25	cherry_3.jpg	INT = 0.17561158032108737
Result 26	sunset2_1.jpg	INT = 0.17035156249999997
Result 27	beach_5.jpg	INT = 0.1702734375
Result 28	beach_4.jpg	INT = 0.16130859375
Result 29	crater_1.jpg	INT = 0.15390625
Result 30	beach_1.jpg	INT = 0.14598307291666665
Result 31	stHelens_5.jpg	INT = 0.14526692708333333
Result 32	stHelens_4.jpg	INT = 0.14446940104166667
Result 33	cherry_4.jpg	INT = 0.12418081478380776
Result 34	boat_1.jpg	INT = 0.12169270833333334
Result 35	pond_4.jpg	INT = 0.12076497395833334
Result 36	pond_5.jpg	INT = 0.087294921875
Result 37	pond_2.jpg	INT = 0.08080078125000001
Result 38	pond_1.jpg	INT = 0.06348958333333334
Result 39	pond_3.jpg	INT = 0.06156901041666666

Different Search Types

All results Clearly from looking at the precision and recall results below opp outperformed rgb and int outperformed ssd. It's more of a toss up as for spatial information. The best combinations involved OPP and INT but varried from "segment" to "segment" on whether spatial info helped or not.
Precision results The results for (rgb, ssd, and no spacial information) combination with the lowest precision. The (opp, int, spatial information) appears to be the best through 15 images. From 15 to 25 (opp,int, no spatial info) appears to be best. From 25 to 40 (rgb, int, spatial info) wins.
Recall results The best results are (opp, int, spatial info) and (opp, int, no spatial info) followed by a moderately close third place (opp, ssd, no spatial info). For numbers of images retrieved greater than 15 the top 2 have essentially the same performance. For values less than 15 (opp, int, spatial info) performs marginally better.
Precision divided by recall results Most of the results are indistinguishible.

Google Image Results for beach in Google order

Image beach1
Image beach2
Image beach3
Image beach4
Image beach5
Image beach6
Image beach7
Image beach8
Image beach9
Image beach10
Image beach11
Image beach12
Image beach13
Image beach14
Image beach15
Image beach16
Image beach17
Image beach18
Image beach19
Image beach20

Google Image Results for beach in my ordering

Result 0	beach1.jpg	INT = 1.0
Result 1	beach20.jpg	INT = 0.7333813333333333
Result 2	beach16.jpg	INT = 0.7276177137521675
Result 3	beach10.jpg	INT = 0.6408416666666668
Result 4	beach7.jpg	INT = 0.6261599999999999
Result 5	beach6.jpg	INT = 0.5622532911732491
Result 6	beach11.jpg	INT = 0.5447282219696014
Result 7	beach15.jpg	INT = 0.5326182047526041
Result 8	beach19.jpg	INT = 0.4851893333333333
Result 9	beach3.jpg	INT = 0.45810505961972287
Result 10	beach14.jpg	INT = 0.4529312572486622
Result 11	beach8.jpg	INT = 0.4486819727891156
Result 12	beach12.jpg	INT = 0.43877859050272844
Result 13	beach13.jpg	INT = 0.3791095890410959
Result 14	beach2.jpg	INT = 0.32211049397786456
Result 15	beach9.jpg	INT = 0.24222442703928818
Result 16	beach18.jpg	INT = 0.15962377933831495
Result 17	beach17.jpg	INT = 0.14893600686447184
Result 18	beach4.jpg	INT = 0.12092056454108285
Result 19	beach5.jpg	INT = 0.06748650579762433

Google Image Results for boat in Google order

Image boat1
Image boat2
Image boat3
Image boat4
Image boat5
Image boat6
Image boat7
Image boat8
Image boat9
Image boat10
Image boat11
Image boat12
Image boat13
Image boat14
Image boat15
Image boat16
Image boat17
Image boat18
Image boat19
Image boat20

Google Image Results for boat in my ordering

Result 0	boat1.jpg	INT = 1.0
Result 1	boat10.jpg	INT = 0.658273112807464
Result 2	boat8.jpg	INT = 0.5168583980339706
Result 3	boat6.jpg	INT = 0.5081257475913964
Result 4	boat13.jpg	INT = 0.4731897522889889
Result 5	boat3.jpg	INT = 0.4607473086709728
Result 6	boat5.jpg	INT = 0.4376090124181727
Result 7	boat17.jpg	INT = 0.42797436021056096
Result 8	boat11.jpg	INT = 0.3837336726039016
Result 9	boat20.jpg	INT = 0.3811765326912226
Result 10	boat15.jpg	INT = 0.3547798873447729
Result 11	boat12.jpg	INT = 0.3115101826123747
Result 12	boat19.jpg	INT = 0.30885574476414174
Result 13	boat7.jpg	INT = 0.29507996375580475
Result 14	boat16.jpg	INT = 0.2908312262958281
Result 15	boat14.jpg	INT = 0.28047776255409845
Result 16	boat18.jpg	INT = 0.2771954399691304
Result 17	boat2.jpg	INT = 0.26348765432098764
Result 18	boat4.jpg	INT = 0.24738178812987976
Result 19	boat9.jpg	INT = 0.20731580435397232