Contact nameSimone Bianco
Contact emailsimone.bianco@disco.unimib.it
Contact university/companyUniversity of Milano-Bicocca, Italy
Method's nameIUTIS-5
ReferenceS. Bianco, G. Ciocca, R. Schettini "How far can you get by combining change detection algorithms?". Submitted to IEEE Transactions on Image Processing, 2015. (arXiv:1505.02921)
Processing timedepending on the algorithms used in the combination
Parameters Automatic combination with Genetic Programming (see paper)

You can download the change detection results of this method by clicking here.

Video TP FP FN TN Nb Shadow Error
pedestrians 660272 31338 10590 67537769 11419
PETS2006 4665511 481335 162679 366231969 0
office 8201562 90915 440532 116447771 0
highway 5307194 366749 150795 86287720 361617
Video TP FP FN TN Nb Shadow Error
overpass 1747907 44356 229985 145598405 12380
canoe 944456 8393 98913 28411328 0
fountain01 67142 18547 10361 93264508 0
fountain02 254665 11270 12564 123951061 0
fall 17578993 1639928 759004 1015149979 375045
boats 953249 27148 597602 245692471 353
Video TP FP FN TN Nb Shadow Error
boulevard 4008175 939228 1482547 110545471 0
sidewalk 194757 20537 68472 9812055 8731
badminton 3830220 394467 268087 115033875 0
traffic 2793038 774416 367718 46839290 659320
Video TP FP FN TN Nb Shadow Error
abandonedBox 684583 84698 64221 14736731 13831
winterDriveway 496414 1074342 194956 90585887 53120
sofa 5110522 415084 2278158 161413814 0
tramstop 636394 10710 809817 6602129 687
parking 108555 1014 116836 2688176 0
streetLight 692845 3090 12100 13822907 0
Video TP FP FN TN Nb Shadow Error
copyMachine 62070785 3258865 6662880 920043677 0
bungalows 5063755 1847138 93033 78992580 1750948
busStation 2693846 459631 257363 76555871 307748
peopleInShade 4881987 938694 23369 81061966 876937
backdoor 1936589 30233 88008 99797554 0
cubicle 9812715 1099479 562478 516803296 320432
Video TP FP FN TN Nb Shadow Error
lakeSide 3539331 267904 4433750 407890510 0
park 539628 155698 175509 34339442 0
diningRoom 17551702 1049053 1912595 206135214 0
corridor 11668031 1672209 672126 358314816 0
library 58801604 2417054 3159661 257063461 0
Video TP FP FN TN Nb Shadow Error
skating 20278119 241778 3494699 574359139 6251
wetSnow 7598940 600600 6416926 919038914 0
snowFall 16378471 1653213 4343712 1945427475 911651
blizzard 19696111 2165768 4566069 2077993568 0
Video TP FP FN TN Nb Shadow Error
tunnelExit_0_35fps 6505586 1191726 496738 350274096 0
port_0_17fps 39573 68049 17609 308032688 0
turnpike_0_5fps 2284123 54555 566973 46136812 0
tramCrossroad_1fps 691105 194681 46478 24714708 0
Video TP FP FN TN Nb Shadow Error
tramStation 4737495 1629944 1518833 176499470 0
busyBoulvard 1144068 467320 4444623 59947951 0
streetCornerAtNight 2874776 2244695 1055951 625253541 0
fluidHighway 2304658 4910208 1633864 216533875 141755
bridgeEntry 922553 1460494 727393 79539261 0
winterStreet 6261245 5314886 3038068 120381218 0
Video TP FP FN TN Nb Shadow Error
twoPositionPTZCam 1284316 354785 324208 135659358 176201
zoomInZoomOut 76728 854357 12576 47327979 979
continuousPan 1065917 5012194 1017774 364514420 43441
intermittentPan 2123519 2194890 1880989 420827151 0
Video TP FP FN TN Nb Shadow Error
turbulence2 483053 26073 194322 811557677 0
turbulence3 3849069 119605 1991771 478496410 0
turbulence0 1682888 80072 337575 1379380700 0
turbulence1 1252466 151120 1223439 963544738 0