| Contact name | Alina Miron |
| Contact email | a.d.miron@reading.ac.uk |
| Contact university/company | University of Reading |
| Method's name | GraphCutDiff |
| Reference | “Change detection based on graph cuts”, Alina Miron, Atta Badii, IWSSIP 2015 |
| Processing time | ~7 fps for a 320x240 video with C++ on a 2.4 Intel Core 2 Duo, single threading |
| Parameters |
tau_flow=2, tau_motion=0.7, tau_bk1=0.5, tau_bk2=0.35
|
You can download the change detection results of this method by clicking here.
| Video |
TP |
FP |
FN |
TN |
Nb Shadow Error |
| pedestrians |
658725 |
93353 |
12137 |
67475754 |
12527 |
| PETS2006 |
3415688 |
1825996 |
1412502 |
364887308 |
0 |
| office |
1945398 |
487544 |
6696696 |
116051142 |
0 |
| highway |
4893352 |
483183 |
564637 |
86171286 |
357393 |
| Video |
TP |
FP |
FN |
TN |
Nb Shadow Error |
| overpass |
1485048 |
93207 |
492844 |
145549554 |
11412 |
| canoe |
1038543 |
15319914 |
4826 |
13099807 |
0 |
| fountain01 |
46302 |
998512 |
31201 |
92284543 |
0 |
| fountain02 |
233408 |
12088 |
33821 |
123950243 |
0 |
| fall |
15606286 |
9666970 |
2731711 |
1007122937 |
324422 |
| boats |
849574 |
573474 |
701277 |
245146145 |
300 |
| Video |
TP |
FP |
FN |
TN |
Nb Shadow Error |
| boulevard |
3579636 |
402505 |
1911086 |
111082194 |
0 |
| sidewalk |
96833 |
29050 |
166396 |
9803542 |
7703 |
| badminton |
3444149 |
3190143 |
654158 |
112238199 |
0 |
| traffic |
2891978 |
13195775 |
268778 |
34417931 |
661952 |
| Video |
TP |
FP |
FN |
TN |
Nb Shadow Error |
| abandonedBox |
211095 |
53605 |
537709 |
14767824 |
13300 |
| winterDriveway |
330605 |
242698 |
360765 |
91417531 |
98525 |
| sofa |
3135026 |
717147 |
4253654 |
161111751 |
0 |
| tramstop |
485480 |
7381 |
960731 |
6605458 |
46 |
| parking |
26604 |
4237 |
198787 |
2684953 |
0 |
| streetLight |
81392 |
3989 |
623553 |
13822008 |
0 |
| Video |
TP |
FP |
FN |
TN |
Nb Shadow Error |
| copyMachine |
30873659 |
6647649 |
37860006 |
916654893 |
0 |
| bungalows |
2939178 |
839531 |
2217610 |
80000187 |
795737 |
| busStation |
1376436 |
326392 |
1574773 |
76689110 |
81555 |
| peopleInShade |
3534113 |
1019677 |
1371243 |
80980983 |
865765 |
| backdoor |
1882995 |
99048 |
141602 |
99728739 |
0 |
| cubicle |
8409831 |
1749935 |
1965362 |
516152840 |
420115 |
| Video |
TP |
FP |
FN |
TN |
Nb Shadow Error |
| lakeSide |
1227073 |
56187 |
6746008 |
408102227 |
0 |
| park |
620293 |
173505 |
94844 |
34321635 |
0 |
| diningRoom |
10845847 |
338024 |
8618450 |
206846243 |
0 |
| corridor |
8315176 |
897185 |
4024981 |
359089840 |
0 |
| library |
12206519 |
701695 |
49754746 |
258778820 |
0 |
| Video |
TP |
FP |
FN |
TN |
Nb Shadow Error |
| skating |
22400071 |
2429365 |
1372747 |
572171552 |
6364 |
| wetSnow |
10822116 |
1216315 |
3193750 |
918423199 |
0 |
| snowFall |
19208344 |
2749408 |
1513839 |
1944331280 |
886561 |
| blizzard |
20354550 |
2605959 |
3907630 |
2077553377 |
0 |
| Video |
TP |
FP |
FN |
TN |
Nb Shadow Error |
| tunnelExit_0_35fps |
2016146 |
105749 |
4986178 |
351360073 |
0 |
| port_0_17fps |
7824 |
1638683 |
49358 |
306462054 |
0 |
| turnpike_0_5fps |
2036179 |
202411 |
814917 |
45988956 |
0 |
| tramCrossroad_1fps |
550556 |
88716 |
187027 |
24820673 |
0 |
| Video |
TP |
FP |
FN |
TN |
Nb Shadow Error |
| tramStation |
4068417 |
1541938 |
2187911 |
176587476 |
0 |
| busyBoulvard |
1535335 |
1095160 |
4053356 |
59320111 |
0 |
| streetCornerAtNight |
3054880 |
6337231 |
875847 |
621161005 |
0 |
| fluidHighway |
2430439 |
8419954 |
1508083 |
213024129 |
129170 |
| bridgeEntry |
1397958 |
3176258 |
251988 |
77823497 |
0 |
| winterStreet |
6457809 |
9233958 |
2841504 |
116462146 |
0 |
| Video |
TP |
FP |
FN |
TN |
Nb Shadow Error |
| twoPositionPTZCam |
936676 |
379416 |
671848 |
135634727 |
126218 |
| zoomInZoomOut |
65194 |
288150 |
24110 |
47894186 |
430 |
| continuousPan |
993352 |
13032727 |
1090339 |
356493887 |
39853 |
| intermittentPan |
2122536 |
3726610 |
1881972 |
419295431 |
0 |
| Video |
TP |
FP |
FN |
TN |
Nb Shadow Error |
| turbulence2 |
458393 |
43829 |
218982 |
811539921 |
0 |
| turbulence3 |
4494397 |
1787830 |
1346443 |
476828185 |
0 |
| turbulence0 |
1692901 |
17727459 |
327562 |
1361733313 |
0 |
| turbulence1 |
1833688 |
5323727 |
642217 |
958372131 |
0 |