| Contact name | Yi Wang |
| Contact email | yi.wang@usherbrooke.ca |
| Contact university/company | University of Sherbrooke |
| Method's name | Euclidean distance |
| Reference | Y. Benezeth, P.-M. Jodoin, B. Emile, H. Laurent, and C. Rosenberger. Comparative study of background subtraction algorithms.J. of Elec. Imaging, 19(3):1–12, 2010. |
| Processing time | ~70fps on 720x480 video. C++ on Core i7 3.4GHz. |
| Parameters |
Distance d2, alpha = 0.0009
|
You can download the change detection results of this method by clicking here.
| Video |
TP |
FP |
FN |
TN |
Nb Shadow Error |
| pedestrians |
625350 |
16046 |
45512 |
67553061 |
12536 |
| PETS2006 |
3565589 |
343264 |
1262601 |
366370040 |
0 |
| office |
7345749 |
1403289 |
1296345 |
115135397 |
0 |
| highway |
4547893 |
402482 |
910096 |
86251987 |
361047 |
| Video |
TP |
FP |
FN |
TN |
Nb Shadow Error |
| overpass |
1568137 |
398950 |
409755 |
145243811 |
12194 |
| canoe |
932474 |
289265 |
110895 |
28130456 |
0 |
| fountain01 |
42634 |
2050687 |
34869 |
91232368 |
0 |
| fountain02 |
221475 |
385891 |
45754 |
123576440 |
0 |
| fall |
14899392 |
132804991 |
3438605 |
883984916 |
358142 |
| boats |
1203731 |
660571 |
347120 |
245059048 |
389 |
| Video |
TP |
FP |
FN |
TN |
Nb Shadow Error |
| boulevard |
4123546 |
8511196 |
1367176 |
102973503 |
0 |
| sidewalk |
137300 |
512565 |
125929 |
9320027 |
9359 |
| badminton |
3094682 |
3131462 |
1003625 |
112296880 |
0 |
| traffic |
2586117 |
2956232 |
574639 |
44657474 |
666476 |
| Video |
TP |
FP |
FN |
TN |
Nb Shadow Error |
| abandonedBox |
576183 |
496952 |
172621 |
14324477 |
13748 |
| winterDriveway |
460584 |
4617980 |
230786 |
87042249 |
80073 |
| sofa |
3317098 |
488310 |
4071582 |
161340588 |
0 |
| tramstop |
595662 |
1735323 |
850549 |
4877516 |
2635 |
| parking |
111810 |
68266 |
113581 |
2620924 |
0 |
| streetLight |
535088 |
326231 |
169857 |
13499766 |
0 |
| Video |
TP |
FP |
FN |
TN |
Nb Shadow Error |
| copyMachine |
55397969 |
30214549 |
13335696 |
893087993 |
0 |
| bungalows |
4010778 |
1755530 |
1146010 |
79084188 |
1753157 |
| busStation |
2102236 |
667678 |
848973 |
76347824 |
221704 |
| peopleInShade |
4619158 |
1048911 |
286198 |
80951749 |
855115 |
| backdoor |
1626384 |
2120265 |
398213 |
97707522 |
0 |
| cubicle |
7909262 |
17078326 |
2465931 |
500824449 |
424835 |
| Video |
TP |
FP |
FN |
TN |
Nb Shadow Error |
| lakeSide |
1899383 |
335684 |
6073698 |
407822730 |
0 |
| park |
295245 |
16146 |
419892 |
34478994 |
0 |
| diningRoom |
11408109 |
1149223 |
8056188 |
206035044 |
0 |
| corridor |
9295329 |
455757 |
3044828 |
359531268 |
0 |
| library |
35021501 |
9954738 |
26939764 |
249525777 |
0 |
| Video |
TP |
FP |
FN |
TN |
Nb Shadow Error |
| skating |
20062447 |
373825 |
3710371 |
574227092 |
4947 |
| wetSnow |
6504023 |
3720593 |
7511843 |
915918921 |
0 |
| snowFall |
10660781 |
870555 |
10061402 |
1946210133 |
694072 |
| blizzard |
9810707 |
37395 |
14451473 |
2080121941 |
0 |
| Video |
TP |
FP |
FN |
TN |
Nb Shadow Error |
| tunnelExit_0_35fps |
1721292 |
995647 |
5281032 |
350470175 |
0 |
| port_0_17fps |
34872 |
13814374 |
22310 |
294286363 |
0 |
| turnpike_0_5fps |
2059619 |
41667 |
791477 |
46149700 |
0 |
| tramCrossroad_1fps |
580818 |
106779 |
156765 |
24802610 |
0 |
| Video |
TP |
FP |
FN |
TN |
Nb Shadow Error |
| tramStation |
4468435 |
1735799 |
1787893 |
176393615 |
0 |
| busyBoulvard |
677581 |
319718 |
4911110 |
60095553 |
0 |
| streetCornerAtNight |
2048261 |
2623896 |
1882466 |
624874340 |
0 |
| fluidHighway |
1890838 |
8965211 |
2047684 |
212478872 |
124417 |
| bridgeEntry |
811057 |
5333312 |
838889 |
75666443 |
0 |
| winterStreet |
5762600 |
10398580 |
3536713 |
115297524 |
0 |
| Video |
TP |
FP |
FN |
TN |
Nb Shadow Error |
| twoPositionPTZCam |
1130860 |
23273045 |
477664 |
112741098 |
168910 |
| zoomInZoomOut |
84517 |
25610843 |
4787 |
22571493 |
1959 |
| continuousPan |
1591509 |
112229683 |
492182 |
257296931 |
48504 |
| intermittentPan |
2842839 |
147232110 |
1161669 |
275789931 |
0 |
| Video |
TP |
FP |
FN |
TN |
Nb Shadow Error |
| turbulence2 |
562361 |
213519 |
115014 |
811370231 |
0 |
| turbulence3 |
4427441 |
3282522 |
1413399 |
475333493 |
0 |
| turbulence0 |
1764203 |
153716566 |
256260 |
1225744206 |
0 |
| turbulence1 |
2165169 |
16582060 |
310736 |
947113798 |
0 |