| Contact name | Aasim Rafique |
| Contact email | aasimrafiq@gmail.com |
| Contact university/company | GIST |
| Method's name | GRBM_without tuning |
| Reference | Anonymous |
| 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 = [0.01 0.007 0. 005 0.002 .0001] 5 epocs
|
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 |
1580140 |
624305 |
397752 |
145018456 |
11309 |
| canoe |
818702 |
532 |
224667 |
28419189 |
0 |
| fountain01 |
15083 |
25037 |
62420 |
93258018 |
0 |
| fountain02 |
181818 |
25864 |
85411 |
123936467 |
0 |
| fall |
8952463 |
5425271 |
9385534 |
1011364636 |
128386 |
| boats |
1280531 |
188649 |
270320 |
245530970 |
379 |
| Video |
TP |
FP |
FN |
TN |
Nb Shadow Error |
| boulevard |
4601613 |
7617154 |
889109 |
103867545 |
0 |
| sidewalk |
194098 |
116794 |
69131 |
9715798 |
9367 |
| badminton |
3641539 |
3820340 |
456768 |
111608002 |
0 |
| traffic |
2496191 |
2334135 |
664565 |
45279571 |
659566 |
| Video |
TP |
FP |
FN |
TN |
Nb Shadow Error |
| abandonedBox |
702384 |
936553 |
46420 |
13884876 |
13509 |
| winterDriveway |
437381 |
1770629 |
253989 |
89889600 |
56719 |
| sofa |
6323987 |
1122174 |
1064693 |
160706724 |
0 |
| tramstop |
472377 |
407827 |
973834 |
6205012 |
1410 |
| parking |
190474 |
336107 |
34917 |
2353083 |
0 |
| streetLight |
621174 |
277 |
83771 |
13825720 |
0 |
| Video |
TP |
FP |
FN |
TN |
Nb Shadow Error |
| copyMachine |
44737883 |
2868218 |
23995782 |
920434324 |
0 |
| bungalows |
4642347 |
1792556 |
514441 |
79047162 |
1753262 |
| busStation |
2092598 |
309890 |
858611 |
76705612 |
281186 |
| peopleInShade |
4625783 |
880367 |
279573 |
81120293 |
859048 |
| backdoor |
1280410 |
1116236 |
744187 |
98711551 |
0 |
| cubicle |
6439809 |
3855350 |
3935384 |
514047425 |
45344 |
| Video |
TP |
FP |
FN |
TN |
Nb Shadow Error |
| lakeSide |
3480329 |
865142 |
4492752 |
407293272 |
0 |
| park |
368933 |
114075 |
346204 |
34381065 |
0 |
| diningRoom |
17690624 |
5637627 |
1773673 |
201546640 |
0 |
| corridor |
9110817 |
429688 |
3229340 |
359557337 |
0 |
| library |
59308191 |
5129747 |
2653074 |
254350768 |
0 |