Contact nameGianni Allebosch
Contact emailgianni.allebosch@telin.ugent.be
Contact university/companyGhent University - iMinds
Method's nameC-EFIC
ReferenceG. Allebosch, D. Van Hamme, F. Deboeverie, P. Veelaert, and W. Philips, "C-EFIC: Color and Edge based Foreground background segmentation with Interior Classification", submitted to Computer Vision, Imaging and Computer Graphics Theory and Applications 2015 - Revised Selected Papers
Processing time~16 fps for a 320x240 video with C++ code running on an E5 Quad Core
Parameters See upcoming paper

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

Video TP FP FN TN Nb Shadow Error
pedestrians 657608 60145 13254 67508962 12159
PETS2006 4504311 553765 323879 366159539 0
office 8055869 607699 586225 115930987 0
highway 5113397 376632 344592 86277837 354017
Video TP FP FN TN Nb Shadow Error
overpass 1748641 149970 229251 145492791 12121
canoe 225361 37944 818008 28381777 0
fountain01 64601 334576 12902 92948479 0
fountain02 239094 7751 28135 123954580 0
fall 15993501 22813829 2344496 993976078 309804
boats 361484 50970 1189367 245668649 90
Video TP FP FN TN Nb Shadow Error
boulevard 4717721 157972 773001 111326727 0
sidewalk 194148 40506 69081 9792086 1793
badminton 3828185 806555 270122 114621787 0
traffic 2694370 1503152 466386 46110554 583747
Video TP FP FN TN Nb Shadow Error
abandonedBox 633698 318742 115106 14502687 13545
winterDriveway 554793 6466345 136577 85193884 126838
sofa 5470248 287788 1918432 161541110 0
tramstop 1188376 2191789 257835 4421050 13863
parking 157487 191420 67904 2497770 0
streetLight 673026 2363 31919 13823634 0
Video TP FP FN TN Nb Shadow Error
copyMachine 54576593 4577012 14157072 918725530 0
bungalows 4582667 1278418 574121 79561300 1221589
busStation 2802378 732557 148831 76282945 198959
peopleInShade 4806017 997656 99339 81003004 784551
backdoor 1955916 135817 68681 99691970 0
cubicle 9715368 2254954 659825 515647821 359316
Video TP FP FN TN Nb Shadow Error
lakeSide 4519221 1030132 3453860 407128282 0
park 569080 117974 146057 34377166 0
diningRoom 16176934 1170538 3287363 206013729 0
corridor 11663620 2755202 676537 357231823 0
library 57430841 2338966 4530424 257141549 0
Video TP FP FN TN Nb Shadow Error
skating 19967465 395328 3805353 574205589 4278
wetSnow 10046874 7032398 3968992 912607116 0
snowFall 16487960 1186841 4234223 1945893847 808427
blizzard 14277826 203952 9984354 2079955384 0
Video TP FP FN TN Nb Shadow Error
tunnelExit_0_35fps 4740879 162021 2261445 351303801 0
port_0_17fps 39936 955570 17246 307145167 0
turnpike_0_5fps 2622973 114757 228123 46076610 0
tramCrossroad_1fps 689904 86187 47679 24823202 0
Video TP FP FN TN Nb Shadow Error
tramStation 5622758 1851868 633570 176277546 0
busyBoulvard 2110343 323407 3478348 60091864 0
streetCornerAtNight 3043382 1553606 887345 625944630 0
fluidHighway 2593431 2289223 1345091 219154860 91764
bridgeEntry 1291417 1032018 358529 79967737 0
winterStreet 7830593 4943907 1468720 120752197 0
Video TP FP FN TN Nb Shadow Error
twoPositionPTZCam 1478426 469030 130098 135545113 189335
zoomInZoomOut 85749 20038903 3555 28143433 2122
continuousPan 1433768 575809 649923 368950805 27919
intermittentPan 3632192 71515 372316 422950526 0
Video TP FP FN TN Nb Shadow Error
turbulence2 320332 10942 357043 811572808 0
turbulence3 3593816 229275 2247024 478386740 0
turbulence0 1779976 2038533 240487 1377422239 0
turbulence1 1555713 1934403 920192 961761455 0