| Contact name | Simone Bianco |
| Contact email | simone.bianco@disco.unimib.it |
| Contact university/company | University of Milano-Bicocca, Italy |
| Method's name | IUTIS-2 |
| Reference | S. Bianco, G. Ciocca, R. Schettini, "How Far Can You Get by Combining Change Detection Algorithms?" ICIAP 2017, volume 10484 of LNCS, pp. 96-107, 2017. |
| Processing time | ~40 for a 320x240 video with C++ and OpenMP on i5-2500K@3.3GHz with 16GB RAM. ~29 fps for a 720x480 video. |
| 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 |
656621 |
36331 |
14241 |
67532776 |
10596 |
| PETS2006 |
3385338 |
624338 |
1442852 |
366088966 |
0 |
| office |
2833676 |
269968 |
5808418 |
116268718 |
0 |
| highway |
5310717 |
368545 |
147272 |
86285924 |
361347 |
| Video |
TP |
FP |
FN |
TN |
Nb Shadow Error |
| overpass |
1682765 |
145710 |
295127 |
145497051 |
12168 |
| canoe |
719910 |
253380 |
323459 |
28166341 |
0 |
| fountain01 |
70214 |
1838572 |
7289 |
91444483 |
0 |
| fountain02 |
255464 |
51701 |
11765 |
123910630 |
0 |
| fall |
15749714 |
72606235 |
2588283 |
944183672 |
323650 |
| boats |
860561 |
501263 |
690290 |
245218356 |
408 |
| Video |
TP |
FP |
FN |
TN |
Nb Shadow Error |
| boulevard |
4229288 |
1230734 |
1261434 |
110253965 |
0 |
| sidewalk |
163244 |
156136 |
99985 |
9676456 |
9325 |
| badminton |
3194525 |
252605 |
903782 |
115175737 |
0 |
| traffic |
2256236 |
1156612 |
904520 |
46457094 |
520954 |
| Video |
TP |
FP |
FN |
TN |
Nb Shadow Error |
| abandonedBox |
304995 |
75560 |
443809 |
14745869 |
13831 |
| winterDriveway |
458471 |
370350 |
232899 |
91289879 |
79122 |
| sofa |
2662242 |
322719 |
4726438 |
161506179 |
0 |
| tramstop |
508754 |
11026 |
937457 |
6601813 |
312 |
| parking |
62168 |
4672 |
163223 |
2684518 |
0 |
| streetLight |
128726 |
19426 |
576219 |
13806571 |
0 |
| Video |
TP |
FP |
FN |
TN |
Nb Shadow Error |
| copyMachine |
27510955 |
3568601 |
41222710 |
919733941 |
0 |
| bungalows |
3198502 |
963535 |
1958286 |
79876183 |
927043 |
| busStation |
1719869 |
174843 |
1231340 |
76840659 |
97337 |
| peopleInShade |
3486371 |
911112 |
1418985 |
81089548 |
858476 |
| backdoor |
1904994 |
47511 |
119603 |
99780276 |
0 |
| cubicle |
7541842 |
1408999 |
2833351 |
516493776 |
431720 |
| Video |
TP |
FP |
FN |
TN |
Nb Shadow Error |
| lakeSide |
1156916 |
43437 |
6816165 |
408114977 |
0 |
| park |
503239 |
99180 |
211898 |
34395960 |
0 |
| diningRoom |
8971958 |
236057 |
10492339 |
206948210 |
0 |
| corridor |
7272658 |
260112 |
5067499 |
359726913 |
0 |
| library |
10113178 |
435419 |
51848087 |
259045096 |
0 |
| Video |
TP |
FP |
FN |
TN |
Nb Shadow Error |
| skating |
19555194 |
172897 |
4217624 |
574428020 |
4579 |
| wetSnow |
8093863 |
1194358 |
5922003 |
918445156 |
0 |
| snowFall |
13734299 |
1199118 |
6987884 |
1945881570 |
868518 |
| blizzard |
10377422 |
174118 |
13884758 |
2079985218 |
0 |
| Video |
TP |
FP |
FN |
TN |
Nb Shadow Error |
| tunnelExit_0_35fps |
2360236 |
115240 |
4642088 |
351350582 |
0 |
| port_0_17fps |
47129 |
365262 |
10053 |
307735475 |
0 |
| turnpike_0_5fps |
2622080 |
384614 |
229016 |
45806753 |
0 |
| tramCrossroad_1fps |
681819 |
244568 |
55764 |
24664821 |
0 |
| Video |
TP |
FP |
FN |
TN |
Nb Shadow Error |
| tramStation |
4339517 |
2009605 |
1916811 |
176119809 |
0 |
| busyBoulvard |
856378 |
542220 |
4732313 |
59873051 |
0 |
| streetCornerAtNight |
2895774 |
2176484 |
1034953 |
625321752 |
0 |
| fluidHighway |
2043721 |
4541909 |
1894801 |
216902174 |
111458 |
| bridgeEntry |
917424 |
823953 |
732522 |
80175802 |
0 |
| winterStreet |
6491844 |
6360371 |
2807469 |
119335733 |
0 |
| Video |
TP |
FP |
FN |
TN |
Nb Shadow Error |
| twoPositionPTZCam |
1383683 |
981864 |
224841 |
135032279 |
191415 |
| zoomInZoomOut |
87574 |
7556983 |
1730 |
40625353 |
2207 |
| continuousPan |
1514925 |
59727870 |
568766 |
309798744 |
43196 |
| intermittentPan |
3313383 |
51576711 |
691125 |
371445330 |
0 |
| Video |
TP |
FP |
FN |
TN |
Nb Shadow Error |
| turbulence2 |
508973 |
48159 |
168402 |
811535591 |
0 |
| turbulence3 |
4472501 |
597902 |
1368339 |
478018113 |
0 |
| turbulence0 |
1935426 |
1281015 |
85037 |
1378179757 |
0 |
| turbulence1 |
1623633 |
2743961 |
852272 |
960951897 |
0 |