| Contact name | Dorra Riahi |
| Contact email | dorra.riahi@polymtl.ca |
| Contact university/company | École Polytechnique de Montréal |
| Method's name | GMM | RECTGAUSS-Tex |
| Reference | Riahi, D., St-Onge, P.L., Bilodeau, G.A. (2012). RECTGAUSS-Tex: Block-based Background Subtraction, Technical Report, École Polytechnique de Montréal, EPM-RT-2012-03 |
| Processing time | Not available |
| Parameters |
RC=80, T=0.022, ∆T=0.0025,Α=0.0045, K = 5,Tb=0.9, Tg=2.5
|
You can download the change detection results of this method by clicking here.
| Video |
TP |
FP |
FN |
TN |
Nb Shadow Error |
| pedestrians |
628548 |
63488 |
42314 |
67505619 |
5469 |
| PETS2006 |
1967971 |
221105 |
2860219 |
366492199 |
0 |
| office |
4164625 |
259176 |
4477469 |
116279510 |
0 |
| highway |
4590287 |
392798 |
867702 |
86261671 |
346937 |
| Video |
TP |
FP |
FN |
TN |
Nb Shadow Error |
| overpass |
1713805 |
147916 |
264087 |
145494845 |
12080 |
| canoe |
679840 |
84335 |
363529 |
28335386 |
0 |
| fountain01 |
115 |
7946 |
77388 |
93275109 |
0 |
| fountain02 |
7256 |
50 |
259973 |
123962281 |
0 |
| fall |
15289471 |
94204558 |
3048526 |
922585349 |
332719 |
| boats |
752566 |
56864 |
798285 |
245662755 |
314 |
| Video |
TP |
FP |
FN |
TN |
Nb Shadow Error |
| boulevard |
4267439 |
4734334 |
1223283 |
106750365 |
0 |
| sidewalk |
162602 |
378819 |
100627 |
9453773 |
9018 |
| badminton |
3212176 |
3052407 |
886131 |
112375935 |
0 |
| traffic |
2783775 |
4460766 |
376981 |
43152940 |
656436 |
| Video |
TP |
FP |
FN |
TN |
Nb Shadow Error |
| abandonedBox |
276283 |
96615 |
472521 |
14724814 |
9345 |
| winterDriveway |
140588 |
18893 |
550782 |
91641336 |
45 |
| sofa |
2771828 |
122278 |
4616852 |
161706620 |
0 |
| tramstop |
529681 |
40106 |
916530 |
6572733 |
384 |
| parking |
0 |
0 |
225391 |
2689190 |
0 |
| streetLight |
0 |
69 |
704945 |
13825928 |
0 |
| Video |
TP |
FP |
FN |
TN |
Nb Shadow Error |
| copyMachine |
30574377 |
3911756 |
38159288 |
919390786 |
0 |
| bungalows |
4354303 |
1712872 |
802485 |
79126846 |
1701020 |
| busStation |
2033987 |
220012 |
917222 |
76795490 |
108394 |
| peopleInShade |
3926342 |
2611101 |
979014 |
79389559 |
864121 |
| backdoor |
1780587 |
42408 |
244010 |
99785379 |
0 |
| cubicle |
6797936 |
4168530 |
3577257 |
513734245 |
290658 |
| Video |
TP |
FP |
FN |
TN |
Nb Shadow Error |
| lakeSide |
169807 |
45 |
7803274 |
408158369 |
0 |
| park |
152492 |
24110 |
562645 |
34471030 |
0 |
| diningRoom |
8760695 |
162689 |
10703602 |
207021578 |
0 |
| corridor |
4484687 |
1778 |
7855470 |
359985247 |
0 |
| library |
11319750 |
409573 |
50641515 |
259070942 |
0 |