| Contact name | Gianni Allebosch |
| Contact email | gianni.allebosch@telin.ugent.be |
| Contact university/company | Ghent University / iMinds |
| Method's name | EFIC |
| Reference | G. Allebosch, F. Deboeverie, P. Veelaert, W. Philips, "EFIC: Edge based Foreground background segmentation and Interior Classification for dynamic camera viewpoints", In Advanced Concepts for Intelligent Vision Systems (ACIVS), Catania, Italy, pp. Accepted, 2015 |
| Processing time | ~16 fps for a 320x240 video with C++ code running on an E5 Quad Core |
| Parameters |
See upcoming paper
|
You can download the change detection results of this method by clicking here.
| Video |
TP |
FP |
FN |
TN |
Nb Shadow Error |
| pedestrians |
643035 |
147204 |
27827 |
67421903 |
11737 |
| PETS2006 |
4408465 |
388622 |
419725 |
366324682 |
0 |
| office |
8161253 |
460972 |
480841 |
116077714 |
0 |
| highway |
5042050 |
378695 |
415939 |
86275774 |
358464 |
| Video |
TP |
FP |
FN |
TN |
Nb Shadow Error |
| overpass |
1769167 |
267221 |
208725 |
145375540 |
12337 |
| canoe |
242252 |
48087 |
801117 |
28371634 |
0 |
| fountain01 |
64942 |
421814 |
12561 |
92861241 |
0 |
| fountain02 |
236639 |
15255 |
30590 |
123947076 |
0 |
| fall |
16713585 |
11366925 |
1624412 |
1005422982 |
327392 |
| boats |
370114 |
131151 |
1180737 |
245588468 |
186 |
| Video |
TP |
FP |
FN |
TN |
Nb Shadow Error |
| boulevard |
4756724 |
635394 |
733998 |
110849305 |
0 |
| sidewalk |
186906 |
182073 |
76323 |
9650519 |
54 |
| badminton |
3474274 |
2792984 |
624033 |
112635358 |
0 |
| traffic |
2706622 |
1711222 |
454134 |
45902484 |
553958 |
| Video |
TP |
FP |
FN |
TN |
Nb Shadow Error |
| abandonedBox |
606446 |
247260 |
142358 |
14574169 |
13395 |
| winterDriveway |
593772 |
7206282 |
97598 |
84453947 |
148334 |
| sofa |
4824313 |
224470 |
2564367 |
161604428 |
0 |
| tramstop |
638235 |
3112840 |
807976 |
3499999 |
469 |
| parking |
161652 |
180843 |
63739 |
2508347 |
0 |
| streetLight |
683207 |
2497 |
21738 |
13823500 |
0 |
| Video |
TP |
FP |
FN |
TN |
Nb Shadow Error |
| copyMachine |
42315104 |
4510313 |
26418561 |
918792229 |
0 |
| bungalows |
3864565 |
1072384 |
1292223 |
79767334 |
978198 |
| busStation |
2757944 |
1153299 |
193265 |
75862203 |
269689 |
| peopleInShade |
4564243 |
1077416 |
341113 |
80923244 |
747735 |
| backdoor |
1947363 |
313840 |
77234 |
99513947 |
0 |
| cubicle |
9689646 |
2863636 |
685547 |
515039139 |
374805 |
| Video |
TP |
FP |
FN |
TN |
Nb Shadow Error |
| lakeSide |
4474728 |
2269877 |
3498353 |
405888537 |
0 |
| park |
642547 |
111729 |
72590 |
34383411 |
0 |
| diningRoom |
16815834 |
919707 |
2648463 |
206264560 |
0 |
| corridor |
11555359 |
2635648 |
784798 |
357351377 |
0 |
| library |
56224649 |
1894349 |
5736616 |
257586166 |
0 |
| Video |
TP |
FP |
FN |
TN |
Nb Shadow Error |
| skating |
21680119 |
1572857 |
2092699 |
573028060 |
5285 |
| wetSnow |
10975403 |
10616575 |
3040463 |
909022939 |
0 |
| snowFall |
16625595 |
1168163 |
4096588 |
1945912525 |
602065 |
| blizzard |
13626152 |
361551 |
10636028 |
2079797785 |
0 |
| Video |
TP |
FP |
FN |
TN |
Nb Shadow Error |
| tunnelExit_0_35fps |
3771154 |
173948 |
3231170 |
351291874 |
0 |
| port_0_17fps |
39330 |
723276 |
17852 |
307377461 |
0 |
| turnpike_0_5fps |
2631020 |
90510 |
220076 |
46100857 |
0 |
| tramCrossroad_1fps |
684691 |
60644 |
52892 |
24848745 |
0 |
| Video |
TP |
FP |
FN |
TN |
Nb Shadow Error |
| tramStation |
5568248 |
1963309 |
688080 |
176166105 |
0 |
| busyBoulvard |
1831123 |
253920 |
3757568 |
60161351 |
0 |
| streetCornerAtNight |
3223617 |
1333719 |
707110 |
626164517 |
0 |
| fluidHighway |
2222208 |
1756138 |
1716314 |
219687945 |
75387 |
| bridgeEntry |
1106212 |
789663 |
543734 |
80210092 |
0 |
| winterStreet |
6975650 |
3684482 |
2323663 |
122011622 |
0 |
| Video |
TP |
FP |
FN |
TN |
Nb Shadow Error |
| twoPositionPTZCam |
1492811 |
394065 |
115713 |
135620078 |
157561 |
| zoomInZoomOut |
86327 |
14570839 |
2977 |
33611497 |
1866 |
| continuousPan |
1761626 |
2513980 |
322065 |
367012634 |
21737 |
| intermittentPan |
3726201 |
396794 |
278307 |
422625247 |
0 |
| Video |
TP |
FP |
FN |
TN |
Nb Shadow Error |
| turbulence2 |
398513 |
32328 |
278862 |
811551422 |
0 |
| turbulence3 |
3466052 |
388058 |
2374788 |
478227957 |
0 |
| turbulence0 |
1645390 |
937848 |
375073 |
1378522924 |
0 |
| turbulence1 |
1660920 |
2056590 |
814985 |
961639268 |
0 |