| Contact name | Xiqun Lu |
| Contact email | xqlu@zju.edu.cn |
| Contact university/company | university of sherbrooke |
| Method's name | Multiscale Spatio-Temporal BG Model |
| Reference | Xiqun Lu "A multiscale spatio-temporal background model for motion detection", ICIP 2014 |
| Processing time | ~10 fps for a 320*240 video with matlab code running on a laptop |
| Parameters |
T1 = 0.01, T2 =0.5, N =20
|
You can download the change detection results of this method by clicking here.
| Video |
TP |
FP |
FN |
TN |
Nb Shadow Error |
| pedestrians |
636696 |
27919 |
34166 |
67541188 |
12347 |
| PETS2006 |
3765260 |
1392973 |
1062930 |
365320331 |
0 |
| office |
6035972 |
379933 |
2606122 |
116158753 |
0 |
| highway |
4515354 |
396609 |
942635 |
86257860 |
351439 |
| Video |
TP |
FP |
FN |
TN |
Nb Shadow Error |
| overpass |
1630607 |
289472 |
347285 |
145353289 |
12186 |
| canoe |
947291 |
149860 |
96078 |
28269861 |
0 |
| fountain01 |
38264 |
436444 |
39239 |
92846611 |
0 |
| fountain02 |
226407 |
59922 |
40822 |
123902409 |
0 |
| fall |
15618363 |
41441634 |
2719634 |
975348273 |
338929 |
| boats |
791520 |
961368 |
759331 |
244758251 |
291 |
| Video |
TP |
FP |
FN |
TN |
Nb Shadow Error |
| boulevard |
4218434 |
3771207 |
1272288 |
107713492 |
0 |
| sidewalk |
119546 |
317293 |
143683 |
9515299 |
8842 |
| badminton |
3333402 |
4048060 |
764905 |
111380282 |
0 |
| traffic |
2632114 |
5149392 |
528642 |
42464314 |
583433 |
| Video |
TP |
FP |
FN |
TN |
Nb Shadow Error |
| abandonedBox |
685093 |
858437 |
63711 |
13962992 |
13302 |
| winterDriveway |
380787 |
2482376 |
310583 |
89177853 |
39660 |
| sofa |
3290273 |
366811 |
4098407 |
161462087 |
0 |
| tramstop |
1335571 |
1533140 |
110640 |
5079699 |
3065 |
| parking |
8830 |
232 |
216561 |
2688958 |
0 |
| streetLight |
368829 |
163428 |
336116 |
13662569 |
0 |
| Video |
TP |
FP |
FN |
TN |
Nb Shadow Error |
| copyMachine |
56477928 |
8371864 |
12255737 |
914930678 |
0 |
| bungalows |
4403465 |
1730991 |
753323 |
79108727 |
1703983 |
| busStation |
1759209 |
291125 |
1192000 |
76724377 |
149591 |
| peopleInShade |
4492206 |
1019123 |
413150 |
80981537 |
796797 |
| backdoor |
1651707 |
190139 |
372890 |
99637648 |
0 |
| cubicle |
7168882 |
2796826 |
3206311 |
515105949 |
420288 |
| Video |
TP |
FP |
FN |
TN |
Nb Shadow Error |
| lakeSide |
570777 |
42163 |
7402304 |
408116251 |
0 |
| park |
292586 |
9646 |
422551 |
34485494 |
0 |
| diningRoom |
6873987 |
2459462 |
12590310 |
204724805 |
0 |
| corridor |
6924393 |
3885994 |
5415764 |
356101031 |
0 |
| library |
40641884 |
3289941 |
21319381 |
256190574 |
0 |
| Video |
TP |
FP |
FN |
TN |
Nb Shadow Error |
| skating |
19336860 |
22860051 |
4435958 |
551740866 |
4683 |
| wetSnow |
6069121 |
2631080 |
7946745 |
917008434 |
0 |
| snowFall |
12058954 |
994241 |
8663229 |
1946086447 |
759584 |
| blizzard |
13516416 |
102925 |
10745764 |
2080056411 |
0 |
| Video |
TP |
FP |
FN |
TN |
Nb Shadow Error |
| tunnelExit_0_35fps |
3133499 |
4604708 |
3868825 |
346861114 |
0 |
| port_0_17fps |
33015 |
5693965 |
24167 |
302406772 |
0 |
| turnpike_0_5fps |
1868533 |
1427624 |
982563 |
44763743 |
0 |
| tramCrossroad_1fps |
547770 |
2348852 |
189813 |
22560537 |
0 |
| Video |
TP |
FP |
FN |
TN |
Nb Shadow Error |
| tramStation |
4236392 |
2658511 |
2019936 |
175470903 |
0 |
| busyBoulvard |
1186104 |
396121 |
4402587 |
60019150 |
0 |
| streetCornerAtNight |
1974474 |
1921960 |
1956253 |
625576276 |
0 |
| fluidHighway |
2644995 |
11586992 |
1293527 |
209857091 |
153683 |
| bridgeEntry |
989417 |
6243657 |
660529 |
74756098 |
0 |
| winterStreet |
7449887 |
12763513 |
1849426 |
112932591 |
0 |
| Video |
TP |
FP |
FN |
TN |
Nb Shadow Error |
| twoPositionPTZCam |
1123589 |
36406307 |
484935 |
99607836 |
176625 |
| zoomInZoomOut |
85148 |
11487937 |
4156 |
36694399 |
1882 |
| continuousPan |
1773487 |
102469375 |
310204 |
267057239 |
48019 |
| intermittentPan |
2715317 |
128445036 |
1289191 |
294577005 |
0 |
| Video |
TP |
FP |
FN |
TN |
Nb Shadow Error |
| turbulence2 |
395318 |
307505 |
282057 |
811276245 |
0 |
| turbulence3 |
3905020 |
631256 |
1935820 |
477984759 |
0 |
| turbulence0 |
1704851 |
2939744 |
315612 |
1376521028 |
0 |
| turbulence1 |
1540613 |
7009001 |
935292 |
956686857 |
0 |