| Contact name | Simone Bianco |
| Contact email | simone.bianco@disco.unimib.it |
| Contact university/company | University of Milano-Bicocca, Italy |
| Method's name | IUTIS-5 |
| Reference | S. Bianco, G. Ciocca and R. Schettini, "Combination of Video Change Detection Algorithms by Genetic Programming," in IEEE Transactions on Evolutionary Computation, vol. 21, no. 6, pp. 914-928, 2017. |
| Processing time | depending on the algorithms used in the combination |
| Parameters |
Automatic combination with Genetic Programming (see paper)
|
You can download the change detection results of this method by clicking here.
| Video |
TP |
FP |
FN |
TN |
Nb Shadow Error |
| pedestrians |
660272 |
31338 |
10590 |
67537769 |
11419 |
| PETS2006 |
4665511 |
481335 |
162679 |
366231969 |
0 |
| office |
8201562 |
90915 |
440532 |
116447771 |
0 |
| highway |
5307194 |
366749 |
150795 |
86287720 |
361617 |
| Video |
TP |
FP |
FN |
TN |
Nb Shadow Error |
| overpass |
1747907 |
44356 |
229985 |
145598405 |
12380 |
| canoe |
944456 |
8393 |
98913 |
28411328 |
0 |
| fountain01 |
67142 |
18547 |
10361 |
93264508 |
0 |
| fountain02 |
254665 |
11270 |
12564 |
123951061 |
0 |
| fall |
17578993 |
1639928 |
759004 |
1015149979 |
375045 |
| boats |
953249 |
27148 |
597602 |
245692471 |
353 |
| Video |
TP |
FP |
FN |
TN |
Nb Shadow Error |
| boulevard |
4008175 |
939228 |
1482547 |
110545471 |
0 |
| sidewalk |
194757 |
20537 |
68472 |
9812055 |
8731 |
| badminton |
3830220 |
394467 |
268087 |
115033875 |
0 |
| traffic |
2793038 |
774416 |
367718 |
46839290 |
659320 |
| Video |
TP |
FP |
FN |
TN |
Nb Shadow Error |
| abandonedBox |
684583 |
84698 |
64221 |
14736731 |
13831 |
| winterDriveway |
496414 |
1074342 |
194956 |
90585887 |
53120 |
| sofa |
5110522 |
415084 |
2278158 |
161413814 |
0 |
| tramstop |
636394 |
10710 |
809817 |
6602129 |
687 |
| parking |
108555 |
1014 |
116836 |
2688176 |
0 |
| streetLight |
692845 |
3090 |
12100 |
13822907 |
0 |
| Video |
TP |
FP |
FN |
TN |
Nb Shadow Error |
| copyMachine |
62070785 |
3258865 |
6662880 |
920043677 |
0 |
| bungalows |
5063755 |
1847138 |
93033 |
78992580 |
1750948 |
| busStation |
2693846 |
459631 |
257363 |
76555871 |
307748 |
| peopleInShade |
4881987 |
938694 |
23369 |
81061966 |
876937 |
| backdoor |
1936589 |
30233 |
88008 |
99797554 |
0 |
| cubicle |
9812715 |
1099479 |
562478 |
516803296 |
320432 |
| Video |
TP |
FP |
FN |
TN |
Nb Shadow Error |
| lakeSide |
3539331 |
267904 |
4433750 |
407890510 |
0 |
| park |
539628 |
155698 |
175509 |
34339442 |
0 |
| diningRoom |
17551702 |
1049053 |
1912595 |
206135214 |
0 |
| corridor |
11668031 |
1672209 |
672126 |
358314816 |
0 |
| library |
58801604 |
2417054 |
3159661 |
257063461 |
0 |
| Video |
TP |
FP |
FN |
TN |
Nb Shadow Error |
| skating |
20278119 |
241778 |
3494699 |
574359139 |
6251 |
| wetSnow |
7598940 |
600600 |
6416926 |
919038914 |
0 |
| snowFall |
16378471 |
1653213 |
4343712 |
1945427475 |
911651 |
| blizzard |
19696111 |
2165768 |
4566069 |
2077993568 |
0 |
| Video |
TP |
FP |
FN |
TN |
Nb Shadow Error |
| tunnelExit_0_35fps |
6505586 |
1191726 |
496738 |
350274096 |
0 |
| port_0_17fps |
39573 |
68049 |
17609 |
308032688 |
0 |
| turnpike_0_5fps |
2284123 |
54555 |
566973 |
46136812 |
0 |
| tramCrossroad_1fps |
691105 |
194681 |
46478 |
24714708 |
0 |
| Video |
TP |
FP |
FN |
TN |
Nb Shadow Error |
| tramStation |
4737495 |
1629944 |
1518833 |
176499470 |
0 |
| busyBoulvard |
1144068 |
467320 |
4444623 |
59947951 |
0 |
| streetCornerAtNight |
2874776 |
2244695 |
1055951 |
625253541 |
0 |
| fluidHighway |
2304658 |
4910208 |
1633864 |
216533875 |
141755 |
| bridgeEntry |
922553 |
1460494 |
727393 |
79539261 |
0 |
| winterStreet |
6261245 |
5314886 |
3038068 |
120381218 |
0 |
| Video |
TP |
FP |
FN |
TN |
Nb Shadow Error |
| twoPositionPTZCam |
1284316 |
354785 |
324208 |
135659358 |
176201 |
| zoomInZoomOut |
76728 |
854357 |
12576 |
47327979 |
979 |
| continuousPan |
1065917 |
5012194 |
1017774 |
364514420 |
43441 |
| intermittentPan |
2123519 |
2194890 |
1880989 |
420827151 |
0 |
| Video |
TP |
FP |
FN |
TN |
Nb Shadow Error |
| turbulence2 |
483053 |
26073 |
194322 |
811557677 |
0 |
| turbulence3 |
3849069 |
119605 |
1991771 |
478496410 |
0 |
| turbulence0 |
1682888 |
80072 |
337575 |
1379380700 |
0 |
| turbulence1 |
1252466 |
151120 |
1223439 |
963544738 |
0 |