| Contact name | Lucia Maddalena |
| Contact email | lucia.maddalena@cnr.it |
| Contact university/company | National Research Council of Italy |
| Method's name | SC_SOBS |
| Reference | L. Maddalena, A. Petrosino, "The SOBS algorithm: what are the limits?", in proc of IEEE Workshop on Change Detection, CVPR 2012 |
| Processing time | ~23fps for 320x240 video. ~4fps for 720x576 video. C code on Core i3-330M 2.13GHz |
| Web page | http://cvprlab.uniparthenope.it/ |
| Parameters |
none (all defaults)
|
You can download the change detection results of this method by clicking here.
| Video |
TP |
FP |
FN |
TN |
Nb Shadow Error |
| pedestrians |
640299 |
38012 |
30563 |
67531095 |
12502 |
| PETS2006 |
4146397 |
574524 |
681793 |
366138780 |
0 |
| office |
8306978 |
173978 |
335116 |
116364708 |
0 |
| highway |
5220722 |
364651 |
237267 |
86289818 |
361263 |
| Video |
TP |
FP |
FN |
TN |
Nb Shadow Error |
| overpass |
1887479 |
406052 |
90413 |
145236709 |
12257 |
| canoe |
1005280 |
62266 |
38089 |
28357455 |
0 |
| fountain01 |
57034 |
850224 |
20469 |
92432831 |
0 |
| fountain02 |
247742 |
43910 |
19487 |
123918421 |
0 |
| fall |
16605888 |
84726547 |
1732109 |
932063360 |
364677 |
| boats |
1341001 |
102314 |
209850 |
245617305 |
333 |
| Video |
TP |
FP |
FN |
TN |
Nb Shadow Error |
| boulevard |
4400446 |
2740482 |
1090276 |
108744217 |
0 |
| sidewalk |
151821 |
151836 |
111408 |
9680756 |
9219 |
| badminton |
3881168 |
823538 |
217139 |
114604804 |
0 |
| traffic |
2907964 |
2166507 |
252792 |
45447199 |
665778 |
| Video |
TP |
FP |
FN |
TN |
Nb Shadow Error |
| abandonedBox |
712991 |
1051910 |
35813 |
13769519 |
13769 |
| winterDriveway |
453907 |
6112711 |
237463 |
85547518 |
88572 |
| sofa |
3843204 |
773057 |
3545476 |
161055841 |
0 |
| tramstop |
1282035 |
317834 |
164176 |
6295005 |
281 |
| parking |
85466 |
112860 |
139925 |
2576330 |
0 |
| streetLight |
668045 |
264 |
36900 |
13825733 |
0 |
| Video |
TP |
FP |
FN |
TN |
Nb Shadow Error |
| copyMachine |
44666664 |
42541153 |
24067001 |
880761389 |
0 |
| bungalows |
4510048 |
1769703 |
646740 |
79070015 |
1749358 |
| busStation |
2413757 |
404195 |
537452 |
76611307 |
316185 |
| peopleInShade |
4816822 |
870281 |
88534 |
81130379 |
852148 |
| backdoor |
1824771 |
492282 |
199826 |
99335505 |
0 |
| cubicle |
9082612 |
5655179 |
1292581 |
512247596 |
391561 |
| Video |
TP |
FP |
FN |
TN |
Nb Shadow Error |
| lakeSide |
1689334 |
688369 |
6283747 |
407470045 |
0 |
| park |
311260 |
14007 |
403877 |
34481133 |
0 |
| diningRoom |
12693468 |
2165647 |
6770829 |
205018620 |
0 |
| corridor |
9745398 |
649563 |
2594759 |
359337462 |
0 |
| library |
56546632 |
1798490 |
5414633 |
257682025 |
0 |
| Video |
TP |
FP |
FN |
TN |
Nb Shadow Error |
| skating |
20571710 |
1596439 |
3201108 |
573004478 |
3307 |
| wetSnow |
6543628 |
5744321 |
7472238 |
913895193 |
0 |
| snowFall |
10535301 |
907185 |
10186882 |
1946173503 |
676365 |
| blizzard |
10425258 |
79252 |
13836922 |
2080080084 |
0 |
| Video |
TP |
FP |
FN |
TN |
Nb Shadow Error |
| tunnelExit_0_35fps |
5277659 |
6455014 |
1724665 |
345010808 |
0 |
| port_0_17fps |
43911 |
42487055 |
13271 |
265613682 |
0 |
| turnpike_0_5fps |
2188815 |
52337 |
662281 |
46139030 |
0 |
| tramCrossroad_1fps |
634432 |
297003 |
103151 |
24612386 |
0 |
| Video |
TP |
FP |
FN |
TN |
Nb Shadow Error |
| tramStation |
5037324 |
2547320 |
1219004 |
175582094 |
0 |
| busyBoulvard |
2109039 |
565301 |
3479652 |
59849970 |
0 |
| streetCornerAtNight |
2240318 |
3044439 |
1690409 |
624453797 |
0 |
| fluidHighway |
3011921 |
14827665 |
926601 |
206616418 |
159397 |
| bridgeEntry |
989414 |
8729390 |
660532 |
72270365 |
0 |
| winterStreet |
7260006 |
11012357 |
2039307 |
114683747 |
0 |
| Video |
TP |
FP |
FN |
TN |
Nb Shadow Error |
| twoPositionPTZCam |
1300630 |
27072705 |
307894 |
108941438 |
184869 |
| zoomInZoomOut |
87276 |
9966994 |
2028 |
38215342 |
2212 |
| continuousPan |
1884427 |
141535563 |
199264 |
227991051 |
47577 |
| intermittentPan |
2686426 |
152563722 |
1318082 |
270458319 |
0 |
| Video |
TP |
FP |
FN |
TN |
Nb Shadow Error |
| turbulence2 |
522845 |
20095 |
154530 |
811563655 |
0 |
| turbulence3 |
4200930 |
992523 |
1639910 |
477623492 |
0 |
| turbulence0 |
1541384 |
76120038 |
479079 |
1303340734 |
0 |
| turbulence1 |
1626289 |
6925625 |
849616 |
956770233 |
0 |