| Contact name | Aasim Rafique |
| Contact email | aasimrafiq@gmail.com |
| Contact university/company | GIST |
| Method's name | GRBM |
| Reference | Background subtraction using GRBM |
| Processing time | 18 fps for a 640 x 480 video python code on core i5 desktop |
| Web page | http://mlv.gist.ac.kr/ |
| Parameters |
learningrate = 0.0001, 0.001
|
You can download the change detection results of this method by clicking here.
| Video |
TP |
FP |
FN |
TN |
Nb Shadow Error |
| pedestrians |
582080 |
2909 |
88782 |
67566198 |
1407 |
| PETS2006 |
4323841 |
370735 |
504349 |
366342569 |
0 |
| office |
8419473 |
916322 |
222621 |
115622364 |
0 |
| highway |
4943347 |
765431 |
514642 |
85889038 |
359417 |
| Video |
TP |
FP |
FN |
TN |
Nb Shadow Error |
| overpass |
1651159 |
450005 |
326733 |
145192756 |
9473 |
| canoe |
984945 |
79434 |
58424 |
28340287 |
0 |
| fountain01 |
27134 |
50461 |
50369 |
93232594 |
0 |
| fountain02 |
232967 |
122484 |
34262 |
123839847 |
0 |
| fall |
9353893 |
1812018 |
8984104 |
1014977889 |
102544 |
| boats |
1078657 |
88990 |
472194 |
245630629 |
370 |
| Video |
TP |
FP |
FN |
TN |
Nb Shadow Error |
| boulevard |
2930060 |
52861 |
2560662 |
111431838 |
0 |
| sidewalk |
173688 |
402321 |
89541 |
9430271 |
9370 |
| badminton |
3366160 |
889558 |
732147 |
114538784 |
0 |
| traffic |
2677031 |
1695930 |
483725 |
45917776 |
664542 |
| Video |
TP |
FP |
FN |
TN |
Nb Shadow Error |
| abandonedBox |
663695 |
199776 |
85109 |
14621653 |
13241 |
| winterDriveway |
501203 |
260400 |
190167 |
91399829 |
117157 |
| sofa |
6323987 |
1122174 |
1064693 |
160706724 |
0 |
| tramstop |
943611 |
6947 |
502600 |
6605892 |
2 |
| parking |
222006 |
121979 |
3385 |
2567211 |
0 |
| streetLight |
687638 |
76904 |
17307 |
13749093 |
0 |
| Video |
TP |
FP |
FN |
TN |
Nb Shadow Error |
| copyMachine |
62164969 |
8136738 |
6568696 |
915165804 |
0 |
| bungalows |
4826652 |
1898081 |
330136 |
78941637 |
1753261 |
| busStation |
2578343 |
592244 |
372866 |
76423258 |
374767 |
| peopleInShade |
4884446 |
2906108 |
20910 |
79094552 |
877341 |
| backdoor |
1518211 |
490719 |
506386 |
99337068 |
0 |
| cubicle |
8044304 |
2859881 |
2330889 |
515042894 |
283349 |
| Video |
TP |
FP |
FN |
TN |
Nb Shadow Error |
| lakeSide |
5549726 |
4309769 |
2423355 |
403848645 |
0 |
| park |
606725 |
401404 |
108412 |
34093736 |
0 |
| diningRoom |
16894588 |
4123915 |
2569709 |
203060352 |
0 |
| corridor |
10600944 |
8732910 |
1739213 |
351254115 |
0 |
| library |
59505557 |
7185890 |
2455708 |
252294625 |
0 |