| Contact name | Lucia Maddalena |
| Contact email | lucia.maddalena@cnr.it |
| Contact university/company | National Research Council of Italy |
| Method's name | SOBS_CF |
| Reference | L. Maddalena, A. Petrosino "A Fuzzy Spatial Coherence-based Approach to Background/ Foreground Separation for Moving Object Detection". Neural Computing and Applications, Springer London, Vol. 19, pp. 179–186, 2010 |
| 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 |
639714 |
38904 |
31148 |
67530203 |
12505 |
| PETS2006 |
4182964 |
737566 |
645226 |
365975738 |
0 |
| office |
8329421 |
218928 |
312673 |
116319758 |
0 |
| highway |
5211577 |
366450 |
246412 |
86288019 |
361258 |
| Video |
TP |
FP |
FN |
TN |
Nb Shadow Error |
| overpass |
1902059 |
591767 |
75833 |
145050994 |
12245 |
| canoe |
1005089 |
68222 |
38280 |
28351499 |
0 |
| fountain01 |
57184 |
919368 |
20319 |
92363687 |
0 |
| fountain02 |
247376 |
83578 |
19853 |
123878753 |
0 |
| fall |
16649287 |
91690827 |
1688710 |
925099080 |
364708 |
| boats |
1414616 |
135340 |
136235 |
245584279 |
329 |
| Video |
TP |
FP |
FN |
TN |
Nb Shadow Error |
| boulevard |
4500689 |
3159625 |
990033 |
108325074 |
0 |
| sidewalk |
156830 |
111723 |
106399 |
9720869 |
9356 |
| badminton |
3900402 |
868836 |
197905 |
114559506 |
0 |
| traffic |
2908109 |
2171562 |
252647 |
45442144 |
665088 |
| Video |
TP |
FP |
FN |
TN |
Nb Shadow Error |
| abandonedBox |
717857 |
1079042 |
30947 |
13742387 |
13633 |
| winterDriveway |
460373 |
6430453 |
230997 |
85229776 |
99618 |
| sofa |
4180368 |
757680 |
3208312 |
161071218 |
0 |
| tramstop |
1407337 |
1107404 |
38874 |
5505435 |
277 |
| parking |
103839 |
151464 |
121552 |
2537726 |
0 |
| streetLight |
676873 |
393 |
28072 |
13825604 |
0 |
| Video |
TP |
FP |
FN |
TN |
Nb Shadow Error |
| copyMachine |
48903521 |
36859909 |
19830144 |
886442633 |
0 |
| bungalows |
4570688 |
1768544 |
586100 |
79071174 |
1746781 |
| busStation |
2490786 |
402162 |
460423 |
76613340 |
327096 |
| peopleInShade |
4824505 |
887033 |
80851 |
81113627 |
859051 |
| backdoor |
1831151 |
607573 |
193446 |
99220214 |
0 |
| cubicle |
9231471 |
10034379 |
1143722 |
507868396 |
337922 |
| Video |
TP |
FP |
FN |
TN |
Nb Shadow Error |
| lakeSide |
2011166 |
1021288 |
5961915 |
407137126 |
0 |
| park |
313592 |
14766 |
401545 |
34480374 |
0 |
| diningRoom |
14186790 |
2341132 |
5277507 |
204843135 |
0 |
| corridor |
10208331 |
1010504 |
2131826 |
358976521 |
0 |
| library |
57417058 |
1707061 |
4544207 |
257773454 |
0 |
| Video |
TP |
FP |
FN |
TN |
Nb Shadow Error |
| skating |
20240044 |
9020260 |
3532774 |
565580657 |
3242 |
| wetSnow |
6829803 |
6686303 |
7186063 |
912953211 |
0 |
| snowFall |
10948486 |
1008837 |
9773697 |
1946071851 |
704600 |
| blizzard |
10904976 |
86517 |
13357204 |
2080072819 |
0 |
| Video |
TP |
FP |
FN |
TN |
Nb Shadow Error |
| tunnelExit_0_35fps |
5359103 |
7987866 |
1643221 |
343477956 |
0 |
| port_0_17fps |
45860 |
86773683 |
11322 |
221327054 |
0 |
| turnpike_0_5fps |
2239719 |
580731 |
611377 |
45610636 |
0 |
| tramCrossroad_1fps |
638245 |
344998 |
99338 |
24564391 |
0 |
| Video |
TP |
FP |
FN |
TN |
Nb Shadow Error |
| tramStation |
5186870 |
3102652 |
1069458 |
175026762 |
0 |
| busyBoulvard |
2373059 |
700167 |
3215632 |
59715104 |
0 |
| streetCornerAtNight |
2300621 |
3493184 |
1630106 |
624005052 |
0 |
| fluidHighway |
3078105 |
16472500 |
860417 |
204971583 |
160241 |
| bridgeEntry |
1102683 |
9345152 |
547263 |
71654603 |
0 |
| winterStreet |
7400540 |
12300431 |
1898773 |
113395673 |
0 |
| Video |
TP |
FP |
FN |
TN |
Nb Shadow Error |
| twoPositionPTZCam |
1347449 |
32632603 |
261075 |
103381540 |
187757 |
| zoomInZoomOut |
87505 |
11500789 |
1799 |
36681547 |
2211 |
| continuousPan |
1902038 |
152152586 |
181653 |
217374028 |
47685 |
| intermittentPan |
2774504 |
165518764 |
1230004 |
257503277 |
0 |
| Video |
TP |
FP |
FN |
TN |
Nb Shadow Error |
| turbulence2 |
528925 |
37869 |
148450 |
811545881 |
0 |
| turbulence3 |
4262858 |
1269611 |
1577982 |
477346404 |
0 |
| turbulence0 |
1551151 |
114121988 |
469312 |
1265338784 |
0 |
| turbulence1 |
1678712 |
9028445 |
797193 |
954667413 |
0 |