| Contact name | Sriram Varadarajan |
| Contact email | svaradarajan01@qub.ac.uk |
| Contact university/company | Queen's University Belfast |
| Method's name | RMoG (Region-based Mixture of Gaussians) |
| Reference | Varadarajan, S.; Miller, P.; Huiyu Zhou, "Spatial mixture of Gaussians for dynamic background modelling," Advanced Video and Signal Based Surveillance (AVSS), 2013 10th IEEE International Conference on , pp.63,68, 27-30 Aug. 2013 |
| Processing time | N.A. |
| Parameters |
r = 8, alpha = 0.001, K = 3
|
You can download the change detection results of this method by clicking here.
| Video |
TP |
FP |
FN |
TN |
Nb Shadow Error |
| pedestrians |
611554 |
22388 |
59308 |
67546719 |
11631 |
| PETS2006 |
3373916 |
788614 |
1454274 |
365924690 |
0 |
| office |
3712737 |
308757 |
4929357 |
116229929 |
0 |
| highway |
4327004 |
219418 |
1130985 |
86435051 |
155193 |
| Video |
TP |
FP |
FN |
TN |
Nb Shadow Error |
| overpass |
1670238 |
59027 |
307654 |
145583734 |
12052 |
| canoe |
940689 |
26652 |
102680 |
28393069 |
0 |
| fountain01 |
42455 |
298169 |
35048 |
92984886 |
0 |
| fountain02 |
242435 |
50435 |
24794 |
123911896 |
0 |
| fall |
13115662 |
7518719 |
5222335 |
1009271188 |
344122 |
| boats |
1270145 |
230891 |
280706 |
245488728 |
333 |
| Video |
TP |
FP |
FN |
TN |
Nb Shadow Error |
| boulevard |
3284122 |
3983526 |
2206600 |
107501173 |
0 |
| sidewalk |
163787 |
9667 |
99442 |
9822925 |
6414 |
| badminton |
2966914 |
439580 |
1131393 |
114988762 |
0 |
| traffic |
2285963 |
664005 |
874793 |
46949701 |
373983 |
| Video |
TP |
FP |
FN |
TN |
Nb Shadow Error |
| abandonedBox |
449985 |
123760 |
298819 |
14697669 |
13048 |
| winterDriveway |
380817 |
690902 |
310553 |
90969327 |
89670 |
| sofa |
2877576 |
275972 |
4511104 |
161552926 |
0 |
| tramstop |
395175 |
60177 |
1051036 |
6552662 |
304 |
| parking |
69402 |
7936 |
155989 |
2681254 |
0 |
| streetLight |
402200 |
818 |
302745 |
13825179 |
0 |
| Video |
TP |
FP |
FN |
TN |
Nb Shadow Error |
| copyMachine |
28806139 |
7550402 |
39927526 |
915752140 |
0 |
| bungalows |
3786684 |
452321 |
1370104 |
80387397 |
408640 |
| busStation |
1989377 |
147190 |
961832 |
76868312 |
116141 |
| peopleInShade |
3661396 |
924011 |
1243960 |
81076649 |
859405 |
| backdoor |
1727651 |
677515 |
296946 |
99150272 |
0 |
| cubicle |
6026005 |
2458453 |
4349188 |
515444322 |
162377 |
| Video |
TP |
FP |
FN |
TN |
Nb Shadow Error |
| lakeSide |
1187992 |
55590 |
6785089 |
408102824 |
0 |
| park |
310526 |
62600 |
404611 |
34432540 |
0 |
| diningRoom |
6973599 |
75142 |
12490698 |
207109125 |
0 |
| corridor |
7195973 |
664487 |
5144184 |
359322538 |
0 |
| library |
12144249 |
121469 |
49817016 |
259359046 |
0 |
| Video |
TP |
FP |
FN |
TN |
Nb Shadow Error |
| skating |
15830898 |
367145 |
7941920 |
574233772 |
5870 |
| wetSnow |
6643081 |
1452091 |
7372785 |
918187423 |
0 |
| snowFall |
13652223 |
1739673 |
7069960 |
1945341015 |
894949 |
| blizzard |
10433609 |
1195539 |
13828571 |
2078963797 |
0 |
| Video |
TP |
FP |
FN |
TN |
Nb Shadow Error |
| tunnelExit_0_35fps |
3490590 |
2013756 |
3511734 |
349452066 |
0 |
| port_0_17fps |
20347 |
5028016 |
36835 |
303072721 |
0 |
| turnpike_0_5fps |
1763354 |
70184 |
1087742 |
46121183 |
0 |
| tramCrossroad_1fps |
626298 |
190725 |
111285 |
24718664 |
0 |
| Video |
TP |
FP |
FN |
TN |
Nb Shadow Error |
| tramStation |
3459013 |
1318175 |
2797315 |
176811239 |
0 |
| busyBoulvard |
1087683 |
689659 |
4501008 |
59725612 |
0 |
| streetCornerAtNight |
2234527 |
2808310 |
1696200 |
624689926 |
0 |
| fluidHighway |
3035967 |
14075599 |
902555 |
207368484 |
161839 |
| bridgeEntry |
827971 |
2385949 |
821975 |
78613806 |
0 |
| winterStreet |
6748888 |
10445266 |
2550425 |
115250838 |
0 |
| Video |
TP |
FP |
FN |
TN |
Nb Shadow Error |
| twoPositionPTZCam |
1121160 |
481716 |
487364 |
135532427 |
143663 |
| zoomInZoomOut |
75904 |
6840231 |
13400 |
41342105 |
1506 |
| continuousPan |
1280893 |
44697747 |
802798 |
324828867 |
40633 |
| intermittentPan |
1609041 |
9374876 |
2395467 |
413647165 |
0 |
| Video |
TP |
FP |
FN |
TN |
Nb Shadow Error |
| turbulence2 |
470612 |
33443 |
206763 |
811550307 |
0 |
| turbulence3 |
1740380 |
207602 |
4100460 |
478408413 |
0 |
| turbulence0 |
1444855 |
22436645 |
575608 |
1357024127 |
0 |
| turbulence1 |
1496096 |
2313737 |
979809 |
961382121 |
0 |