Contact nameZhenkun Huang
Contact emailhzk7287@gmail.com
Contact university/companyWuhan University
Method's nameSuperpixel Strengthen Background Subtraction
Referenceto be submitted
Processing time~5 fps for a 320x240 video with Xeon(R) CPU 4 E31220 3.10GHz and 16G.
Parameters see the paper

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

Video TP FP FN TN Nb Shadow Error
pedestrians 627045 22691 43817 67546416 11873
PETS2006 4516462 436362 311728 366276942 0
office 8001738 160241 640356 116378445 0
highway 5140411 356822 317578 86297647 351867
Video TP FP FN TN Nb Shadow Error
overpass 1572427 48791 405465 145593970 11787
canoe 773870 6156 269499 28413565 0
fountain01 64601 27994 12902 93255061 0
fountain02 239266 8087 27963 123954244 0
fall 16063456 1547443 2274541 1015242464 247123
boats 904373 26025 646478 245693594 387
Video TP FP FN TN Nb Shadow Error
boulevard 3637999 636850 1852723 110847849 0
sidewalk 186168 35211 77061 9797381 7377
badminton 3741938 594334 356369 114834008 0
traffic 2692568 870757 468188 46742949 655462
Video TP FP FN TN Nb Shadow Error
abandonedBox 347955 59407 400849 14762022 13261
winterDriveway 496449 1620850 194921 90039379 58344
sofa 4175634 353795 3213046 161475103 0
tramstop 454821 12166 991390 6600673 10
parking 44031 1032 181360 2688158 0
streetLight 455767 3974 249178 13822023 0
Video TP FP FN TN Nb Shadow Error
copyMachine 60189745 3358586 8543920 919943956 0
bungalows 5009409 1766578 147379 79073140 1705356
busStation 2628552 502746 322657 76512756 284953
peopleInShade 4782474 991905 122882 81008755 848118
backdoor 1883311 43784 141286 99784003 0
cubicle 9713141 1213032 662052 516689743 397319
Video TP FP FN TN Nb Shadow Error
lakeSide 5174261 641778 2798820 407516636 0
park 279887 59645 435250 34435495 0
diningRoom 16650609 1616419 2813688 205567848 0
corridor 11337734 1579651 1002423 358407374 0
library 15478511 1694951 46482754 257785564 0
Video TP FP FN TN Nb Shadow Error
skating 19515941 166759 4256877 574434158 4041
wetSnow 10224426 1534471 3791440 918105043 0
snowFall 18273125 2064246 2449058 1945016442 922305
blizzard 19664786 2321197 4597394 2077838139 0
Video TP FP FN TN Nb Shadow Error
tunnelExit_0_35fps 5884597 4046714 1117727 347419108 0
port_0_17fps 32586 84196 24596 308016541 0
turnpike_0_5fps 2119735 35194 731361 46156173 0
tramCrossroad_1fps 608352 89848 129231 24819541 0
Video TP FP FN TN Nb Shadow Error
tramStation 5271179 1934350 985149 176195064 0
busyBoulvard 1650007 301440 3938684 60113831 0
streetCornerAtNight 2996925 2067624 933802 625430612 0
fluidHighway 2063702 3806899 1874820 217637184 128668
bridgeEntry 583608 1172398 1066338 79827357 0
winterStreet 5878391 5090763 3420922 120605341 0
Video TP FP FN TN Nb Shadow Error
twoPositionPTZCam 1352107 354579 256417 135659564 183822
zoomInZoomOut 77703 3425656 11601 44756680 1622
continuousPan 1569621 15150498 514070 354376116 48252
intermittentPan 3335770 14262999 668738 408759042 0
Video TP FP FN TN Nb Shadow Error
turbulence2 434710 6899 242665 811576851 0
turbulence3 3953866 66819 1886974 478549196 0
turbulence0 1594483 2159666 425980 1377301106 0
turbulence1 1493923 154278 981982 963541580 0