Contact nameZhenkun Huang
Contact emailhzk7287@gmail.com
Contact university/companyWuhan University
Method's nameSaliencySubsense
Reference Zhenkun huang Ruimin Hu and Shihong Chen, paper has been submitted to CVPR2015
Processing time~21 fps for a 320x240 video with C++ code running on a with Xeon(R) CPU 4 E31220 3.10GHz and 16G
Parameters Depend on the original background subtraction method

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

Video TP FP FN TN Nb Shadow Error
pedestrians 627465 18907 43397 67550200 10901
PETS2006 4687112 455204 141078 366258100 0
office 8088477 173054 553617 116365632 0
highway 5194493 360393 263496 86294076 353313
Video TP FP FN TN Nb Shadow Error
overpass 1540066 80044 437826 145562717 11986
canoe 676271 4223 367098 28415498 0
fountain01 67548 30770 9955 93252285 0
fountain02 246245 8564 20984 123953767 0
fall 15653294 2105106 2684703 1014684801 226199
boats 824911 70916 725940 245648703 380
Video TP FP FN TN Nb Shadow Error
boulevard 3778978 789368 1711744 110695331 0
sidewalk 223074 71593 40155 9760999 7328
badminton 3772809 690396 325498 114737946 0
traffic 2677195 888298 483561 46725408 655148
Video TP FP FN TN Nb Shadow Error
abandonedBox 292528 78179 456276 14743250 13607
winterDriveway 502068 1547630 189302 90112599 59778
sofa 4647592 378292 2741088 161450606 0
tramstop 481282 14001 964929 6598838 47
parking 74592 2961 150799 2686229 0
streetLight 680967 2166 23978 13823831 0
Video TP FP FN TN Nb Shadow Error
copyMachine 61842085 2500397 6891580 920802145 0
bungalows 5035382 1783952 121406 79055766 1705517
busStation 2685295 570730 265914 76444772 313287
peopleInShade 4801639 981549 103717 81019111 853471
backdoor 1899484 50520 125113 99777267 0
cubicle 9900887 1559708 474306 516343067 389755
Video TP FP FN TN Nb Shadow Error
lakeSide 4511051 612352 3462030 407546062 0
park 272298 54151 442839 34440989 0
diningRoom 16248158 1517956 3216139 205666311 0
corridor 11050752 1041228 1289405 358945797 0
library 18107752 2397430 43853513 257083085 0
Video TP FP FN TN Nb Shadow Error
skating 19808827 187511 3963991 574413406 3921
wetSnow 10007008 1409572 4008858 918229942 0
snowFall 18599916 2273577 2122267 1944807111 920049
blizzard 19701623 2355626 4560557 2077803710 0
Video TP FP FN TN Nb Shadow Error
tunnelExit_0_35fps 6674169 5177415 328155 346288407 0
port_0_17fps 42374 453044 14808 307647693 0
turnpike_0_5fps 2208768 31387 642328 46159980 0
tramCrossroad_1fps 637445 78917 100138 24830472 0
Video TP FP FN TN Nb Shadow Error
tramStation 5348645 1828716 907683 176300698 0
busyBoulvard 1346749 250775 4241942 60164496 0
streetCornerAtNight 2791355 1433915 1139372 626064321 0
fluidHighway 2240875 4795970 1697647 216648113 132602
bridgeEntry 767743 1701581 882203 79298174 0
winterStreet 6194088 6159503 3105225 119536601 0
Video TP FP FN TN Nb Shadow Error
twoPositionPTZCam 1381650 337294 226874 135676849 176189
zoomInZoomOut 82305 4346992 6999 43835344 1906
continuousPan 1498258 14327322 585433 355199292 47248
intermittentPan 3391543 13458242 612965 409563799 0
Video TP FP FN TN Nb Shadow Error
turbulence2 561638 8835 115737 811574915 0
turbulence3 4370267 98630 1470573 478517385 0
turbulence0 1714773 3147289 305690 1376313483 0
turbulence1 1677558 270128 798347 963425730 0