| Contact name | Simone Bianco |
| Contact email | simone.bianco@disco.unimib.it |
| Contact university/company | University of Milano-Bicocca, Italy |
| Method's name | IUTIS-3 |
| 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 | ~10 for a 320x240 video (estimated from individual submission times) |
| 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 |
660609 |
35087 |
10253 |
67534020 |
12402 |
| PETS2006 |
4660935 |
585945 |
167255 |
366127359 |
0 |
| office |
8313424 |
125022 |
328670 |
116413664 |
0 |
| highway |
5308598 |
374910 |
149391 |
86279559 |
361552 |
| Video |
TP |
FP |
FN |
TN |
Nb Shadow Error |
| overpass |
1739884 |
43411 |
238008 |
145599350 |
12378 |
| canoe |
934781 |
8275 |
108588 |
28411446 |
0 |
| fountain01 |
67137 |
18122 |
10366 |
93264933 |
0 |
| fountain02 |
253424 |
10778 |
13805 |
123951553 |
0 |
| fall |
17538333 |
2998112 |
799664 |
1013791795 |
375010 |
| boats |
1117219 |
27734 |
433632 |
245691885 |
348 |
| Video |
TP |
FP |
FN |
TN |
Nb Shadow Error |
| boulevard |
4049145 |
1065553 |
1441577 |
110419146 |
0 |
| sidewalk |
163702 |
13902 |
99527 |
9818690 |
8813 |
| badminton |
3839454 |
373305 |
258853 |
115055037 |
0 |
| traffic |
2759073 |
764540 |
401683 |
46849166 |
659408 |
| Video |
TP |
FP |
FN |
TN |
Nb Shadow Error |
| abandonedBox |
537404 |
85474 |
211400 |
14735955 |
13827 |
| winterDriveway |
513906 |
1274678 |
177464 |
90385551 |
64161 |
| sofa |
6179245 |
582850 |
1209435 |
161246048 |
0 |
| tramstop |
641370 |
8545 |
804841 |
6604294 |
89 |
| parking |
111317 |
20614 |
114074 |
2668576 |
0 |
| streetLight |
675149 |
4513 |
29796 |
13821484 |
0 |
| Video |
TP |
FP |
FN |
TN |
Nb Shadow Error |
| copyMachine |
62080152 |
6652628 |
6653513 |
916649914 |
0 |
| bungalows |
5062517 |
1858058 |
94271 |
78981660 |
1753021 |
| busStation |
2684182 |
521475 |
267027 |
76494027 |
356244 |
| peopleInShade |
4874914 |
928913 |
30442 |
81071747 |
876476 |
| backdoor |
1938131 |
30722 |
86466 |
99797065 |
0 |
| cubicle |
9768767 |
1663693 |
606426 |
516239082 |
329201 |
| Video |
TP |
FP |
FN |
TN |
Nb Shadow Error |
| lakeSide |
3628467 |
361642 |
4344614 |
407796772 |
0 |
| park |
485140 |
117749 |
229997 |
34377391 |
0 |
| diningRoom |
17273848 |
1095082 |
2190449 |
206089185 |
0 |
| corridor |
11694937 |
1918621 |
645220 |
358068404 |
0 |
| library |
58712844 |
3242270 |
3248421 |
256238245 |
0 |
| Video |
TP |
FP |
FN |
TN |
Nb Shadow Error |
| skating |
20359918 |
266185 |
3412900 |
574334732 |
6279 |
| wetSnow |
7079275 |
524096 |
6936591 |
919115418 |
0 |
| snowFall |
16209401 |
1659506 |
4512782 |
1945421182 |
912537 |
| blizzard |
20573651 |
6541714 |
3688529 |
2073617622 |
0 |
| Video |
TP |
FP |
FN |
TN |
Nb Shadow Error |
| tunnelExit_0_35fps |
5997413 |
1201763 |
1004911 |
350264059 |
0 |
| port_0_17fps |
38641 |
120278 |
18541 |
307980459 |
0 |
| turnpike_0_5fps |
2376149 |
149449 |
474947 |
46041918 |
0 |
| tramCrossroad_1fps |
678202 |
190171 |
59381 |
24719218 |
0 |
| Video |
TP |
FP |
FN |
TN |
Nb Shadow Error |
| tramStation |
4746096 |
1760845 |
1510232 |
176368569 |
0 |
| busyBoulvard |
1032644 |
388073 |
4556047 |
60027198 |
0 |
| streetCornerAtNight |
2832649 |
4135504 |
1098078 |
623362732 |
0 |
| fluidHighway |
2280279 |
5859388 |
1658243 |
215584695 |
142797 |
| bridgeEntry |
781456 |
1136876 |
868490 |
79862879 |
0 |
| winterStreet |
6340635 |
5675452 |
2958678 |
120020652 |
0 |
| Video |
TP |
FP |
FN |
TN |
Nb Shadow Error |
| twoPositionPTZCam |
1260241 |
423501 |
348283 |
135590642 |
181832 |
| zoomInZoomOut |
77406 |
1303448 |
11898 |
46878888 |
801 |
| continuousPan |
1042496 |
6017433 |
1041195 |
363509181 |
42783 |
| intermittentPan |
2030327 |
2613376 |
1974181 |
420408665 |
0 |
| Video |
TP |
FP |
FN |
TN |
Nb Shadow Error |
| turbulence2 |
513851 |
16394 |
163524 |
811567356 |
0 |
| turbulence3 |
3817258 |
135592 |
2023582 |
478480423 |
0 |
| turbulence0 |
1653009 |
66470 |
367454 |
1379394302 |
0 |
| turbulence1 |
1271811 |
301445 |
1204094 |
963394413 |
0 |