| Contact name | Ruben Heras Evangelio |
| Contact email | heras@nue.tu-berlin.de |
| Contact university/company | Technische Universität Berlin |
| Method's name | SGMM-SOD |
| Reference | R. Heras and T. Sikora "Complementary Background Models for the Detection of Static and Moving Objects in Crowded Environments", in 8th Proceedings of the IEEE International Conference on Advanced Video and Signal-Based Surveillance (AVSS) |
| Processing time | ~34 fps for 320x240 video, respectively. Non-threaded, non-optimized C++ code running on a AMD Phenom II X4 Processor at 3.00 GHz |
| Web page | http://www.nue.tu-berlin.de/ |
| Parameters |
alpha = 0.001, sigma_span = 3, max. number of gaussians = 5, shadow detection = on, background models rate = 10, 5x5 median filter post-processing step
|
You can download the change detection results of this method by clicking here.
| Video |
TP |
FP |
FN |
TN |
Nb Shadow Error |
| pedestrians |
649893 |
115386 |
20969 |
67453721 |
12517 |
| PETS2006 |
4536533 |
424562 |
291657 |
366288742 |
0 |
| office |
8210527 |
407706 |
431567 |
116130980 |
0 |
| highway |
4777920 |
364950 |
680069 |
86289519 |
356272 |
| Video |
TP |
FP |
FN |
TN |
Nb Shadow Error |
| overpass |
1688325 |
172586 |
289567 |
145470175 |
12273 |
| canoe |
787355 |
13613 |
256014 |
28406108 |
0 |
| fountain01 |
60954 |
305195 |
16549 |
92977860 |
0 |
| fountain02 |
224758 |
97200 |
42471 |
123865131 |
0 |
| fall |
16060422 |
14751073 |
2277575 |
1002038834 |
361700 |
| boats |
868732 |
45278 |
682119 |
245674341 |
305 |
| Video |
TP |
FP |
FN |
TN |
Nb Shadow Error |
| boulevard |
3520870 |
1814260 |
1969852 |
109670439 |
0 |
| sidewalk |
86257 |
11551 |
176972 |
9821041 |
5223 |
| badminton |
2969736 |
190578 |
1128571 |
115237764 |
0 |
| traffic |
2376206 |
859244 |
784550 |
46754462 |
641334 |
| Video |
TP |
FP |
FN |
TN |
Nb Shadow Error |
| abandonedBox |
688668 |
42326 |
60136 |
14779103 |
13777 |
| winterDriveway |
462658 |
4013583 |
228712 |
87646646 |
61731 |
| sofa |
5439002 |
385405 |
1949678 |
161443493 |
0 |
| tramstop |
1256445 |
21506 |
189766 |
6591333 |
13955 |
| parking |
77480 |
5835 |
147911 |
2683355 |
0 |
| streetLight |
620499 |
4861 |
84446 |
13821136 |
0 |
| Video |
TP |
FP |
FN |
TN |
Nb Shadow Error |
| copyMachine |
61530805 |
8807310 |
7202860 |
914495232 |
0 |
| bungalows |
4997452 |
1892521 |
159336 |
78947197 |
1753260 |
| busStation |
2485816 |
443077 |
465393 |
76572425 |
359072 |
| peopleInShade |
4805329 |
927696 |
100027 |
81072964 |
872714 |
| backdoor |
1835813 |
113565 |
188784 |
99714222 |
0 |
| cubicle |
9561556 |
3966315 |
813637 |
513936460 |
414461 |
| Video |
TP |
FP |
FN |
TN |
Nb Shadow Error |
| lakeSide |
1927962 |
47257 |
6045119 |
408111157 |
0 |
| park |
384696 |
35783 |
330441 |
34459357 |
0 |
| diningRoom |
14917912 |
1185698 |
4546385 |
205998569 |
0 |
| corridor |
9281143 |
527760 |
3059014 |
359459265 |
0 |
| library |
55763020 |
1601561 |
6198245 |
257878954 |
0 |