Contact nameGianni Allebosch
Contact emailgianni.allebosch@telin.ugent.be
Contact university/companyGhent University / iMinds
Method's nameEFIC
ReferenceG. Allebosch, F. Deboeverie, P. Veelaert, W. Philips, "EFIC: Edge based Foreground background segmentation and Interior Classification for dynamic camera viewpoints", In Advanced Concepts for Intelligent Vision Systems (ACIVS), Catania, Italy, pp. Accepted, 2015
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 643035 147204 27827 67421903 11737
PETS2006 4408465 388622 419725 366324682 0
office 8161253 460972 480841 116077714 0
highway 5042050 378695 415939 86275774 358464
Video TP FP FN TN Nb Shadow Error
overpass 1769167 267221 208725 145375540 12337
canoe 242252 48087 801117 28371634 0
fountain01 64942 421814 12561 92861241 0
fountain02 236639 15255 30590 123947076 0
fall 16713585 11366925 1624412 1005422982 327392
boats 370114 131151 1180737 245588468 186
Video TP FP FN TN Nb Shadow Error
boulevard 4756724 635394 733998 110849305 0
sidewalk 186906 182073 76323 9650519 54
badminton 3474274 2792984 624033 112635358 0
traffic 2706622 1711222 454134 45902484 553958
Video TP FP FN TN Nb Shadow Error
abandonedBox 606446 247260 142358 14574169 13395
winterDriveway 593772 7206282 97598 84453947 148334
sofa 4824313 224470 2564367 161604428 0
tramstop 638235 3112840 807976 3499999 469
parking 161652 180843 63739 2508347 0
streetLight 683207 2497 21738 13823500 0
Video TP FP FN TN Nb Shadow Error
copyMachine 42315104 4510313 26418561 918792229 0
bungalows 3864565 1072384 1292223 79767334 978198
busStation 2757944 1153299 193265 75862203 269689
peopleInShade 4564243 1077416 341113 80923244 747735
backdoor 1947363 313840 77234 99513947 0
cubicle 9689646 2863636 685547 515039139 374805
Video TP FP FN TN Nb Shadow Error
lakeSide 4474728 2269877 3498353 405888537 0
park 642547 111729 72590 34383411 0
diningRoom 16815834 919707 2648463 206264560 0
corridor 11555359 2635648 784798 357351377 0
library 56224649 1894349 5736616 257586166 0
Video TP FP FN TN Nb Shadow Error
skating 21680119 1572857 2092699 573028060 5285
wetSnow 10975403 10616575 3040463 909022939 0
snowFall 16625595 1168163 4096588 1945912525 602065
blizzard 13626152 361551 10636028 2079797785 0
Video TP FP FN TN Nb Shadow Error
tunnelExit_0_35fps 3771154 173948 3231170 351291874 0
port_0_17fps 39330 723276 17852 307377461 0
turnpike_0_5fps 2631020 90510 220076 46100857 0
tramCrossroad_1fps 684691 60644 52892 24848745 0
Video TP FP FN TN Nb Shadow Error
tramStation 5568248 1963309 688080 176166105 0
busyBoulvard 1831123 253920 3757568 60161351 0
streetCornerAtNight 3223617 1333719 707110 626164517 0
fluidHighway 2222208 1756138 1716314 219687945 75387
bridgeEntry 1106212 789663 543734 80210092 0
winterStreet 6975650 3684482 2323663 122011622 0
Video TP FP FN TN Nb Shadow Error
twoPositionPTZCam 1492811 394065 115713 135620078 157561
zoomInZoomOut 86327 14570839 2977 33611497 1866
continuousPan 1761626 2513980 322065 367012634 21737
intermittentPan 3726201 396794 278307 422625247 0
Video TP FP FN TN Nb Shadow Error
turbulence2 398513 32328 278862 811551422 0
turbulence3 3466052 388058 2374788 478227957 0
turbulence0 1645390 937848 375073 1378522924 0
turbulence1 1660920 2056590 814985 961639268 0