| Contact name | Rubén Heras Evangelio |
| Contact email | heras@nue.tu-berlin.de |
| Contact university/company | Technische Universität Berlin |
| Method's name | SGMM |
| Reference | Heras Evangelio, R. and Pätzold, M. and Sikora, T. "Splitting Gaussians in Mixture Models", Proceedings of the 9th IEEE International Conference on Advanced Video and Signal-Based Surveillance, 2012 |
| Processing time | ~14 fps and ~65 fps for 720x480 and 320x240 video. respectively. Non-threaded, non-optimized C++ code running on a AMD Phenom II X4 Processor at 3.00 GHz |
| Parameters |
alpha = 0.001, number of gaussians = 5, shadow detection = on
|
You can download the change detection results of this method by clicking here.
| Video |
TP |
FP |
FN |
TN |
Nb Shadow Error |
| pedestrians |
643579 |
164550 |
27283 |
67404557 |
12518 |
| PETS2006 |
4633425 |
465827 |
194765 |
366247477 |
0 |
| office |
5831796 |
1316516 |
2810298 |
115222170 |
0 |
| highway |
4792671 |
457441 |
665318 |
86197028 |
360277 |
| Video |
TP |
FP |
FN |
TN |
Nb Shadow Error |
| overpass |
1785091 |
291390 |
192801 |
145351371 |
12269 |
| canoe |
835986 |
10107 |
207383 |
28409614 |
0 |
| fountain01 |
57165 |
1374267 |
20338 |
91908788 |
0 |
| fountain02 |
228034 |
79990 |
39195 |
123882341 |
0 |
| fall |
15549612 |
22997976 |
2788385 |
993791931 |
348521 |
| boats |
754090 |
25288 |
796761 |
245694331 |
272 |
| Video |
TP |
FP |
FN |
TN |
Nb Shadow Error |
| boulevard |
4163279 |
2221298 |
1327443 |
109263401 |
0 |
| sidewalk |
132904 |
14990 |
130325 |
9817602 |
6509 |
| badminton |
3296503 |
348965 |
801804 |
115079377 |
0 |
| traffic |
2426152 |
1331117 |
734604 |
46282589 |
659119 |
| Video |
TP |
FP |
FN |
TN |
Nb Shadow Error |
| abandonedBox |
316204 |
159108 |
432600 |
14662321 |
13703 |
| winterDriveway |
428188 |
1769040 |
263182 |
89891189 |
79843 |
| sofa |
4267106 |
271518 |
3121574 |
161557380 |
0 |
| tramstop |
576709 |
268881 |
869502 |
6343958 |
672 |
| parking |
148306 |
39584 |
77085 |
2649606 |
0 |
| streetLight |
233995 |
19245 |
470950 |
13806752 |
0 |
| Video |
TP |
FP |
FN |
TN |
Nb Shadow Error |
| copyMachine |
38624847 |
7318959 |
30108818 |
915983583 |
0 |
| bungalows |
4892829 |
1813932 |
263959 |
79025786 |
1753254 |
| busStation |
2539560 |
336902 |
411649 |
76678600 |
212369 |
| peopleInShade |
4733104 |
923846 |
172252 |
81076814 |
872884 |
| backdoor |
1792896 |
1154226 |
231701 |
98673561 |
0 |
| cubicle |
9611793 |
4686420 |
763400 |
513216355 |
177509 |
| Video |
TP |
FP |
FN |
TN |
Nb Shadow Error |
| lakeSide |
2854276 |
92462 |
5118805 |
408065952 |
0 |
| park |
285931 |
22946 |
429206 |
34472194 |
0 |
| diningRoom |
15075420 |
957460 |
4388877 |
206226807 |
0 |
| corridor |
10449644 |
1724407 |
1890513 |
358262618 |
0 |
| library |
18727772 |
1224711 |
43233493 |
258255804 |
0 |