| Contact name | Benjamin Laugraud |
| Contact email | blaugraud@ulg.ac.be |
| Contact university/company | University of Liège |
| Method's name | LaBGen-OF |
| Reference | B. Laugraud, M. Van Droogenbroeck « Is a Memoryless Motion Detection Truly Relevant for Background Generation with LaBGen? », Advanced Concepts for Intelligent Vision Systems (ACIVS), LNCS 10617, Pages 443-454, 2017 |
| Processing time | TBD |
| Code is available online | True |
| Web page | http://www.telecom.ulg.ac.be/labgen |
| Parameters |
S = 119, N = 8, P = 2, T = 4, A = DF
|
You can download the background estimation results of this method by clicking here.
| Video |
AGE |
pEPs |
pCEPS |
MSSSIM |
PSNR |
CQM |
| skating |
3.8495 |
0.0198 |
0.0037 |
0.9609 |
31.9841 |
33.1984 |
| wetSnow |
2.5920 |
0.0026 |
0.0013 |
0.9783 |
36.6101 |
36.9786 |
| I_SI_01 |
2.1101 |
0.0015 |
0.0002 |
0.9952 |
38.5733 |
39.0148 |
| streetCornerAtNight |
2.6570 |
0.0033 |
0.0024 |
0.9819 |
35.9344 |
37.0001 |
| Hybrid |
4.6012 |
0.0104 |
0.0000 |
0.9863 |
31.9712 |
32.4807 |
| 511 |
3.4434 |
0.0212 |
0.0003 |
0.9828 |
31.5917 |
33.1185 |
| Blurred |
1.1995 |
0.0000 |
0.0000 |
0.9982 |
43.0044 |
43.0016 |
| CamouflageFgObjects |
2.6262 |
0.0024 |
0.0000 |
0.9937 |
35.8833 |
36.1744 |
| IntelligentRoom |
2.8453 |
0.0019 |
0.0000 |
0.9932 |
35.6063 |
35.9113 |
| PETS2006 |
1.8388 |
0.0026 |
0.0017 |
0.9899 |
34.6563 |
35.4184 |
| IPPR2 |
5.3680 |
0.0064 |
0.0003 |
0.9689 |
31.4248 |
31.5270 |
| MPEG4_40 |
3.9616 |
0.0200 |
0.0025 |
0.9662 |
31.1471 |
32.1534 |
| ComplexBackground |
5.6263 |
0.0202 |
0.0017 |
0.9850 |
29.7470 |
30.4422 |
| Intersection |
2.3691 |
0.0008 |
0.0000 |
0.9907 |
37.5172 |
38.0088 |
| fluidHighway |
11.1622 |
0.0559 |
0.0375 |
0.9390 |
25.1848 |
25.3454 |
| highway |
5.2243 |
0.0203 |
0.0008 |
0.9635 |
29.5064 |
30.4950 |
| Video |
AGE |
pEPs |
pCEPS |
MSSSIM |
PSNR |
CQM |
| overpass |
7.2635 |
0.0847 |
0.0074 |
0.9038 |
25.9428 |
26.9182 |
| advertisementBoard |
1.7604 |
0.0022 |
0.0005 |
0.9893 |
38.6184 |
39.0805 |
| canoe |
15.5547 |
0.2593 |
0.0623 |
0.6340 |
19.7236 |
20.1925 |
| fountain01 |
5.9143 |
0.0592 |
0.0131 |
0.9315 |
25.9872 |
27.1630 |
| fountain02 |
6.1902 |
0.0426 |
0.0028 |
0.9457 |
28.7554 |
29.6095 |
| fall |
23.7356 |
0.3390 |
0.1079 |
0.7258 |
16.1480 |
17.2208 |
| Video |
AGE |
pEPs |
pCEPS |
MSSSIM |
PSNR |
CQM |
| O_SM_04 |
6.2194 |
0.0475 |
0.0005 |
0.9638 |
28.6254 |
29.6836 |
| boulevard |
11.9868 |
0.1590 |
0.0267 |
0.8719 |
20.2275 |
21.7778 |
| I_SM_04 |
3.0991 |
0.0272 |
0.0003 |
0.9886 |
31.3441 |
32.1762 |
| I_MC_02 |
14.7053 |
0.1846 |
0.0724 |
0.7475 |
18.9754 |
20.1964 |
| badminton |
1.8252 |
0.0053 |
0.0009 |
0.9883 |
37.3105 |
37.8042 |
| O_MC_02 |
12.7972 |
0.1702 |
0.0626 |
0.7690 |
20.5108 |
21.3244 |
| traffic |
5.2832 |
0.0446 |
0.0057 |
0.9497 |
28.9493 |
29.7462 |
| CMU |
4.2025 |
0.0207 |
0.0001 |
0.9927 |
31.3829 |
32.0459 |
| sidewalk |
23.0500 |
0.2986 |
0.1725 |
0.4493 |
15.8218 |
17.5826 |
| Video |
AGE |
pEPs |
pCEPS |
MSSSIM |
PSNR |
CQM |
| Uturn |
4.9176 |
0.0378 |
0.0223 |
0.9384 |
24.4096 |
25.3859 |
| CaVignal |
1.5227 |
0.0004 |
0.0000 |
0.9964 |
40.4952 |
40.7226 |
| office |
9.9830 |
0.0449 |
0.0183 |
0.9514 |
24.5188 |
25.6112 |
| sofa |
2.3248 |
0.0043 |
0.0021 |
0.9948 |
36.5121 |
36.8640 |
| copyMachine |
4.2476 |
0.0138 |
0.0053 |
0.9627 |
28.8566 |
30.0838 |
| tramstop |
4.2395 |
0.0206 |
0.0001 |
0.9918 |
31.7719 |
32.3822 |
| UCF-traffic |
1.9372 |
0.0129 |
0.0067 |
0.9647 |
32.1842 |
34.3097 |
| streetCorner |
8.5837 |
0.0664 |
0.0400 |
0.8981 |
21.6835 |
22.8050 |
| AVSS2007 |
11.0893 |
0.0925 |
0.0699 |
0.8783 |
21.3405 |
22.1769 |
| Teknomo |
5.4841 |
0.0280 |
0.0088 |
0.9823 |
26.4345 |
27.4526 |
| I_CA_02 |
2.4027 |
0.0036 |
0.0001 |
0.9950 |
36.7153 |
37.2177 |
| Candela_m1.10 |
2.2624 |
0.0027 |
0.0007 |
0.9908 |
34.9451 |
35.2476 |
| I_MB_02 |
4.1029 |
0.0180 |
0.0139 |
0.9661 |
25.9174 |
27.0362 |
| I_MB_01 |
4.1697 |
0.0000 |
0.0000 |
0.9963 |
34.5775 |
35.2742 |
| busStation |
4.3682 |
0.0075 |
0.0036 |
0.9799 |
31.5560 |
32.2876 |
| I_CA_01 |
2.6580 |
0.0003 |
0.0000 |
0.9946 |
37.3604 |
37.4145 |
| Video |
AGE |
pEPs |
pCEPS |
MSSSIM |
PSNR |
CQM |
| People&Foliage |
3.1473 |
0.0011 |
0.0001 |
0.9945 |
35.1741 |
35.1775 |
| boulevardJam |
3.3109 |
0.0267 |
0.0105 |
0.9165 |
29.1868 |
30.4148 |
| Crowded |
7.8383 |
0.0529 |
0.0389 |
0.9552 |
27.8187 |
29.0724 |
| tramway |
7.2670 |
0.0687 |
0.0229 |
0.9143 |
23.8914 |
25.3991 |
| groupCampus |
7.3749 |
0.0675 |
0.0363 |
0.9275 |
27.7261 |
28.7510 |
| HumanBody2 |
2.9173 |
0.0026 |
0.0001 |
0.9958 |
35.1385 |
35.4082 |
| Board |
5.6166 |
0.0295 |
0.0084 |
0.9455 |
29.6435 |
30.5267 |
| Foliage |
2.8703 |
0.0007 |
0.0000 |
0.9971 |
35.9942 |
36.1739 |
| UCF-fishes |
1.3677 |
0.0005 |
0.0000 |
0.9770 |
41.6859 |
43.2925 |
| ICRA3 |
2.6912 |
0.0202 |
0.0116 |
0.9861 |
32.2273 |
32.8380 |
| IndianTraffic3 |
1.6023 |
0.0006 |
0.0001 |
0.9943 |
40.4868 |
41.0655 |
| Video |
AGE |
pEPs |
pCEPS |
MSSSIM |
PSNR |
CQM |
| I_IL_01 |
5.1334 |
0.0058 |
0.0000 |
0.9867 |
31.4032 |
32.1316 |
| I_IL_02 |
6.0190 |
0.0317 |
0.0164 |
0.9754 |
29.2357 |
30.0125 |
| Dataset3Camera1 |
8.8449 |
0.1693 |
0.1437 |
0.9332 |
25.2594 |
26.5554 |
| CameraParameter |
2.5397 |
0.0036 |
0.0000 |
0.9972 |
36.0581 |
36.4200 |
| Dataset3Camera2 |
19.6355 |
0.4062 |
0.2597 |
0.9346 |
19.4204 |
20.9417 |
| cubicle |
7.1474 |
0.0616 |
0.0277 |
0.9653 |
25.6767 |
26.5529 |
| Video |
AGE |
pEPs |
pCEPS |
MSSSIM |
PSNR |
CQM |
| PedAndStorrowDrive3 |
2.9268 |
0.0137 |
0.0009 |
0.9929 |
33.2168 |
33.9640 |
| PedAndStorrowDrive |
3.5195 |
0.0105 |
0.0005 |
0.9922 |
32.1467 |
33.1616 |
| BusStopMorning |
6.3929 |
0.0247 |
0.0015 |
0.9836 |
29.2204 |
30.0133 |
| Dataset4Camera1 |
3.7162 |
0.0028 |
0.0000 |
0.9937 |
33.4884 |
34.0549 |
| Terrace |
4.8727 |
0.0054 |
0.0000 |
0.9829 |
32.3007 |
32.9621 |
| Video |
AGE |
pEPs |
pCEPS |
MSSSIM |
PSNR |
CQM |
| Toscana |
9.0752 |
0.1295 |
0.0988 |
0.8678 |
22.3347 |
23.1892 |
| CUHK_Square |
4.4371 |
0.0285 |
0.0010 |
0.9719 |
30.3463 |
30.8616 |
| pedestrians |
1.7611 |
0.0002 |
0.0000 |
0.9955 |
39.7146 |
40.0228 |
| NoisyNight |
5.4229 |
0.0258 |
0.0040 |
0.9177 |
29.5855 |
30.6929 |
| peopleInShade |
7.1549 |
0.0172 |
0.0072 |
0.9553 |
28.1995 |
28.9514 |
| DynamicBackground |
6.8785 |
0.0453 |
0.0007 |
0.9667 |
28.2601 |
28.8025 |
| snowFall |
2.2872 |
0.0003 |
0.0000 |
0.9627 |
37.9782 |
38.3110 |
| TwoLeaveShop1cor |
4.4175 |
0.0289 |
0.0179 |
0.9359 |
26.7617 |
27.4015 |
| MIT |
5.1428 |
0.0410 |
0.0034 |
0.9680 |
28.6220 |
29.7254 |
| TownCentre |
3.7612 |
0.0083 |
0.0022 |
0.9672 |
33.1564 |
33.3571 |