| Contact name | Simone Bianco |
| Contact email | simone.bianco@disco.unimib.it |
| Contact university/company | University of Milano-Bicocca, Italy |
| Method's name | IUTIS-1 |
| 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 | ~58 for a 320x240 video with C++ and OpenMP on i5-2500K@3.3GHz with 16GB RAM. ~14 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 |
650202 |
20598 |
20660 |
67548509 |
11115 |
| PETS2006 |
4031131 |
507478 |
797059 |
366205826 |
0 |
| office |
8022418 |
211151 |
619676 |
116327535 |
0 |
| highway |
5202009 |
425531 |
255980 |
86228938 |
361172 |
| Video |
TP |
FP |
FN |
TN |
Nb Shadow Error |
| overpass |
1731726 |
460111 |
246166 |
145182650 |
11991 |
| canoe |
1002434 |
2875066 |
40935 |
25544655 |
0 |
| fountain01 |
66596 |
3154296 |
10907 |
90128759 |
0 |
| fountain02 |
247207 |
156706 |
20022 |
123805625 |
0 |
| fall |
16706927 |
151914827 |
1631070 |
864875080 |
367139 |
| boats |
1170890 |
4605451 |
379961 |
241114168 |
417 |
| Video |
TP |
FP |
FN |
TN |
Nb Shadow Error |
| boulevard |
4383764 |
4743673 |
1106958 |
106741026 |
0 |
| sidewalk |
174955 |
1235928 |
88274 |
8596664 |
9103 |
| badminton |
3457920 |
365508 |
640387 |
115062834 |
0 |
| traffic |
2742281 |
1745396 |
418475 |
45868310 |
663583 |
| Video |
TP |
FP |
FN |
TN |
Nb Shadow Error |
| abandonedBox |
679351 |
679240 |
69453 |
14142189 |
13829 |
| winterDriveway |
496498 |
4165233 |
194872 |
87494996 |
77302 |
| sofa |
3773514 |
200392 |
3615166 |
161628506 |
0 |
| tramstop |
501875 |
1997622 |
944336 |
4615217 |
3802 |
| parking |
122828 |
99668 |
102563 |
2589522 |
0 |
| streetLight |
424309 |
7887 |
280636 |
13818110 |
0 |
| Video |
TP |
FP |
FN |
TN |
Nb Shadow Error |
| copyMachine |
60862095 |
6950019 |
7871570 |
916352523 |
0 |
| bungalows |
4289595 |
1775293 |
867193 |
79064425 |
1746575 |
| busStation |
2450011 |
356711 |
501198 |
76658791 |
286423 |
| peopleInShade |
4766591 |
860600 |
138765 |
81140060 |
843442 |
| backdoor |
1832125 |
103620 |
192472 |
99724167 |
0 |
| cubicle |
8555122 |
3604483 |
1820071 |
514298292 |
431070 |
| Video |
TP |
FP |
FN |
TN |
Nb Shadow Error |
| lakeSide |
1768134 |
238092 |
6204947 |
407920322 |
0 |
| park |
428005 |
50542 |
287132 |
34444598 |
0 |
| diningRoom |
11963271 |
1485561 |
7501026 |
205698706 |
0 |
| corridor |
9421310 |
230216 |
2918847 |
359756809 |
0 |
| library |
54958536 |
1059953 |
7002729 |
258420562 |
0 |
| Video |
TP |
FP |
FN |
TN |
Nb Shadow Error |
| skating |
20208369 |
16859986 |
3564449 |
557740931 |
5748 |
| wetSnow |
8212100 |
7074462 |
5803766 |
912565052 |
0 |
| snowFall |
13646125 |
1200448 |
7076058 |
1945880240 |
890006 |
| blizzard |
12821223 |
93819 |
11440957 |
2080065517 |
0 |
| Video |
TP |
FP |
FN |
TN |
Nb Shadow Error |
| tunnelExit_0_35fps |
2404519 |
956831 |
4597805 |
350508991 |
0 |
| port_0_17fps |
46008 |
1959245 |
11174 |
306141492 |
0 |
| turnpike_0_5fps |
2506945 |
133979 |
344151 |
46057388 |
0 |
| tramCrossroad_1fps |
663203 |
149072 |
74380 |
24760317 |
0 |
| Video |
TP |
FP |
FN |
TN |
Nb Shadow Error |
| tramStation |
5100666 |
2073835 |
1155662 |
176055579 |
0 |
| busyBoulvard |
816917 |
423842 |
4771774 |
59991429 |
0 |
| streetCornerAtNight |
2646415 |
2875080 |
1284312 |
624623156 |
0 |
| fluidHighway |
2586826 |
8069296 |
1351696 |
213374787 |
150998 |
| bridgeEntry |
1016545 |
1877546 |
633401 |
79122209 |
0 |
| winterStreet |
6753215 |
10899665 |
2546098 |
114796439 |
0 |
| Video |
TP |
FP |
FN |
TN |
Nb Shadow Error |
| twoPositionPTZCam |
1339022 |
23841011 |
269502 |
112173132 |
174145 |
| zoomInZoomOut |
87408 |
19868050 |
1896 |
28314286 |
2248 |
| continuousPan |
1738800 |
106567218 |
344891 |
262959396 |
48371 |
| intermittentPan |
3505383 |
163361918 |
499125 |
259660123 |
0 |
| Video |
TP |
FP |
FN |
TN |
Nb Shadow Error |
| turbulence2 |
589990 |
16742 |
87385 |
811567008 |
0 |
| turbulence3 |
4693496 |
664252 |
1147344 |
477951763 |
0 |
| turbulence0 |
1892576 |
14141491 |
127887 |
1365319281 |
0 |
| turbulence1 |
1985324 |
6427429 |
490581 |
957268429 |
0 |