| Contact name | Xiaobo Lu |
| Contact email | xblu2013@126.com |
| Contact university/company | Southeast University |
| Method's name | WeSamBE |
| Reference | Jiang S, Lu X. WeSamBE: A Weight-Sample-Based Method for Background Subtraction[J]. IEEE Transactions on Circuits and Systems for Video Technology, 2017. (DOI: 10.1109/TCSVT.2017.2711659) |
| 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 |