| Contact name | Miguel A. Molina-Cabello |
| Contact email | miguelangel@lcc.uma.es |
| Contact university/company | University of Malaga |
| Method's name | CL-VID |
| Reference | Ezequiel López-Rubio, Miguel A. Molina-Cabello, Rafael Marcos Luque Baena, Enrique Domínguez. Foreground Detection by Competitive Learning for Varying Input Distributions. International Journal of Neural Systems 28(5): 1-16 (2018) |
| Processing time | ~20 fps for a 320x240 video with Matlab code running on a core i7-6700 2.60GHz laptop with a GTX 960M GPU |
| Web page | http://lcc.uma.es/~ezeqlr/ |
| Parameters |
none (all defaults)
|
You can download the change detection results of this method by clicking here.
| Video |
TP |
FP |
FN |
TN |
Nb Shadow Error |
| pedestrians |
667175 |
65651 |
3687 |
67503456 |
12538 |
| PETS2006 |
4520508 |
775530 |
307682 |
365937774 |
0 |
| office |
8229771 |
387418 |
412323 |
116151268 |
0 |
| highway |
5366364 |
466011 |
91625 |
86188458 |
361556 |
| Video |
TP |
FP |
FN |
TN |
Nb Shadow Error |
| overpass |
1857792 |
532561 |
120100 |
145110200 |
12379 |
| canoe |
1002324 |
109633 |
41045 |
28310088 |
0 |
| fountain01 |
72289 |
2750616 |
5214 |
90532439 |
0 |
| fountain02 |
258427 |
626895 |
8802 |
123335436 |
0 |
| fall |
17740384 |
118712167 |
597613 |
898077740 |
378677 |
| boats |
1122167 |
110821 |
428684 |
245608798 |
355 |
| Video |
TP |
FP |
FN |
TN |
Nb Shadow Error |
| boulevard |
4991905 |
8885727 |
498817 |
102598972 |
0 |
| sidewalk |
191466 |
1022403 |
71763 |
8810189 |
9432 |
| badminton |
3911676 |
3876316 |
186631 |
111552026 |
0 |
| traffic |
2926288 |
2881856 |
234468 |
44731850 |
668444 |
| Video |
TP |
FP |
FN |
TN |
Nb Shadow Error |
| abandonedBox |
545171 |
545303 |
203633 |
14276126 |
13834 |
| winterDriveway |
558819 |
7103038 |
132551 |
84557191 |
110099 |
| sofa |
4329055 |
762856 |
3059625 |
161066042 |
0 |
| tramstop |
1400572 |
3560721 |
45639 |
3052118 |
14114 |
| parking |
205022 |
219703 |
20369 |
2469487 |
0 |
| streetLight |
476656 |
360661 |
228289 |
13465336 |
0 |
| Video |
TP |
FP |
FN |
TN |
Nb Shadow Error |
| copyMachine |
62448194 |
9775424 |
6285471 |
913527118 |
0 |
| bungalows |
4864109 |
1818610 |
292679 |
79021108 |
1753193 |
| busStation |
2623581 |
566136 |
327628 |
76449366 |
349698 |
| peopleInShade |
4875409 |
919156 |
29947 |
81081504 |
875434 |
| backdoor |
1947515 |
608879 |
77082 |
99218908 |
0 |
| cubicle |
9313721 |
6117093 |
1061472 |
511785682 |
392388 |
| Video |
TP |
FP |
FN |
TN |
Nb Shadow Error |
| lakeSide |
2448613 |
945780 |
5524468 |
407212634 |
0 |
| diningRoom |
15556281 |
2365743 |
3908016 |
204818524 |
0 |
| park |
571022 |
108548 |
144115 |
34386592 |
0 |
| corridor |
10805827 |
1242538 |
1534330 |
358744487 |
0 |
| library |
34264328 |
7310716 |
27696937 |
252169799 |
0 |
| Video |
TP |
FP |
FN |
TN |
Nb Shadow Error |
| skating |
21204370 |
3731095 |
2568448 |
570869822 |
6332 |
| wetSnow |
9542484 |
11505416 |
4473382 |
908134098 |
0 |
| snowFall |
14411217 |
1418682 |
6310966 |
1945662006 |
910772 |
| blizzard |
14731930 |
166738 |
9530250 |
2079992598 |
0 |
| Video |
TP |
FP |
FN |
TN |
Nb Shadow Error |
| tunnelExit_0_35fps |
4258465 |
4385619 |
2743859 |
347080203 |
0 |
| port_0_17fps |
48527 |
15192798 |
8655 |
292907939 |
0 |
| tramCrossroad_1fps |
708987 |
241388 |
28596 |
24668001 |
0 |
| turnpike_0_5fps |
2696337 |
137028 |
154759 |
46054339 |
0 |
| Video |
TP |
FP |
FN |
TN |
Nb Shadow Error |
| tramStation |
5475368 |
2079775 |
780960 |
176049639 |
0 |
| busyBoulvard |
1394375 |
466550 |
4194316 |
59948721 |
0 |
| streetCornerAtNight |
2888010 |
3946111 |
1042717 |
623552125 |
0 |
| fluidHighway |
2990608 |
12085688 |
947914 |
209358395 |
157481 |
| bridgeEntry |
1251690 |
4686375 |
398256 |
76313380 |
0 |
| winterStreet |
7306490 |
13806887 |
1992823 |
111889217 |
0 |
| Video |
TP |
FP |
FN |
TN |
Nb Shadow Error |
| twoPositionPTZCam |
1455417 |
49091587 |
153107 |
86922556 |
196825 |
| zoomInZoomOut |
89210 |
25169929 |
94 |
23012407 |
2341 |
| continuousPan |
1865289 |
137319733 |
218402 |
232206881 |
47418 |
| intermittentPan |
3527797 |
222486757 |
476711 |
200535284 |
0 |
| Video |
TP |
FP |
FN |
TN |
Nb Shadow Error |
| turbulence2 |
584617 |
187969 |
92758 |
811395781 |
0 |
| turbulence3 |
4487774 |
1928014 |
1353066 |
476688001 |
0 |
| turbulence0 |
1804702 |
115784630 |
215761 |
1263676142 |
0 |
| turbulence1 |
2018946 |
7933847 |
456959 |
955762011 |
0 |