Contact nameXiaobo Lu
Contact emailxblu2013@126.com
Contact university/companySoutheast University
Method's nameWeSamBE
ReferenceShengqin Jiang and Xiaobo Lu "WeSamBE: A Weight-Sample-Based Method for Background Subtraction" submitted to IEEE Transactions on Circuits and Systems for Video Technology
Processing time~2 fps for 320x240 video with C++ code running on a core i5-3470 CPU @ 3.2 GHz
Parameters R0=23, The number of samples=25

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

Video TP FP FN TN Nb Shadow Error
pedestrians 638782 25501 32080 67543606 10719
PETS2006 4718018 535694 110172 366177610 0
office 7697600 192725 944494 116345961 0
highway 5178021 368905 279968 86285564 353859
Video TP FP FN TN Nb Shadow Error
overpass 1164925 89145 812967 145553616 12011
canoe 462541 3047 580828 28416674 0
fountain01 68872 41571 8631 93241484 0
fountain02 251037 13936 16192 123948395 0
fall 13508501 1354118 4829496 1015435789 222105
boats 745378 32869 805473 245686750 373
Video TP FP FN TN Nb Shadow Error
boulevard 3197170 246281 2293552 111238418 0
sidewalk 220578 37638 42651 9794954 6314
badminton 3401838 693387 696469 114734955 0
traffic 2719498 933323 441258 46680383 655201
Video TP FP FN TN Nb Shadow Error
abandonedBox 734913 162818 13891 14658611 13833
winterDriveway 486481 1209032 204889 90451197 50019
sofa 4693384 284400 2695296 161544498 0
tramstop 661716 242794 784495 6370045 7146
parking 162342 7457 63049 2681733 0
streetLight 694538 2094 10407 13823903 0
Video TP FP FN TN Nb Shadow Error
copyMachine 60263846 1771743 8469819 921530799 0
bungalows 4959164 1728597 197624 79111121 1633262
busStation 2712782 624394 238427 76391108 304639
peopleInShade 4761242 975738 144114 81024922 839441
backdoor 1929879 71887 94718 99755900 0
cubicle 9949918 1205048 425275 516697727 302774
Video TP FP FN TN Nb Shadow Error
lakeSide 3803960 541584 4169121 407616830 0
park 601507 192274 113630 34302866 0
diningRoom 17721576 3008447 1742721 204175820 0
corridor 11832822 2286714 507335 357700311 0
library 41870726 2158674 20090539 257321841 0
Video TP FP FN TN Nb Shadow Error
skating 18596882 223369 5175936 574377548 3362
wetSnow 10751436 1666103 3264430 917973411 0
snowFall 18719323 2254638 2002860 1944826050 916473
blizzard 19761237 2018140 4500943 2078141196 0
Video TP FP FN TN Nb Shadow Error
tunnelExit_0_35fps 6711938 3991299 290386 347474523 0
port_0_17fps 44960 674143 12222 307426594 0
turnpike_0_5fps 2435670 48481 415426 46142886 0
tramCrossroad_1fps 691778 190985 45805 24718404 0
Video TP FP FN TN Nb Shadow Error
tramStation 5435750 1989305 820578 176140109 0
busyBoulvard 2551904 796969 3036787 59618302 0
streetCornerAtNight 2841751 1328108 1088976 626170128 0
fluidHighway 2268680 3913320 1669842 217530763 137705
bridgeEntry 1021065 1805733 628881 79194022 0
winterStreet 5380033 3701157 3919280 121994947 0
Video TP FP FN TN Nb Shadow Error
twoPositionPTZCam 1389424 333382 219100 135680761 156234
zoomInZoomOut 77782 2457960 11522 45724376 1449
continuousPan 1374519 8380787 709172 361145827 45687
intermittentPan 3457880 9331792 546628 413690249 0
Video TP FP FN TN Nb Shadow Error
turbulence2 453908 41625 223467 811542125 0
turbulence3 3756061 153821 2084779 478462194 0
turbulence0 1840348 502166 180115 1378958606 0
turbulence1 1804495 826017 671410 962869841 0