| Contact name | Benjamin Laugraud |
| Contact email | [email protected] |
| Contact university/company | University of Liège |
| Method's name | LaBGen-P |
| Reference | B. Laugraud, S. Piérard, M. Van Droogenbroeck "LaBGen-P: A Pixel-Level Stationary Background Generation Method Based on LaBGen", Scene Background Modeling workshop (ICPR) 2016 |
| Processing time | ~126 FPS for a 640x480 video with C++ code on a Core i7-4790K |
| Code is available online | True |
| Web page | http://www.telecom.ulg.ac.be/labgen |
| Parameters |
N = 3, S = 19
|
You can download the background estimation results of this method by clicking here.
| Video |
AGE |
pEPs |
pCEPS |
MSSSIM |
PSNR |
CQM |
| skating |
3.9299 |
0.0222 |
0.0058 |
0.9521 |
30.5896 |
31.7373 |
| wetSnow |
2.7123 |
0.0028 |
0.0015 |
0.9763 |
35.9325 |
36.3268 |
| I_SI_01 |
2.4992 |
0.0015 |
0.0002 |
0.9951 |
37.7145 |
38.1949 |
| streetCornerAtNight |
2.4880 |
0.0035 |
0.0026 |
0.9812 |
36.1243 |
37.1263 |
| Hybrid |
4.8912 |
0.0119 |
0.0000 |
0.9847 |
31.5259 |
31.9792 |
| 511 |
4.7583 |
0.0511 |
0.0028 |
0.9496 |
27.8376 |
29.6666 |
| Blurred |
1.4585 |
0.0001 |
0.0000 |
0.9975 |
41.3447 |
41.4575 |
| CamouflageFgObjects |
2.7998 |
0.0034 |
0.0000 |
0.9926 |
35.3108 |
35.6081 |
| IntelligentRoom |
2.8207 |
0.0024 |
0.0000 |
0.9928 |
35.5056 |
35.8203 |
| PETS2006 |
1.7470 |
0.0000 |
0.0000 |
0.9946 |
40.9383 |
41.0124 |
| IPPR2 |
7.5048 |
0.0282 |
0.0144 |
0.9195 |
24.8717 |
25.5710 |
| MPEG4_40 |
3.4017 |
0.0203 |
0.0027 |
0.9697 |
31.2961 |
32.3957 |
| ComplexBackground |
6.1958 |
0.0291 |
0.0020 |
0.9837 |
28.9736 |
29.6502 |
| Intersection |
2.4348 |
0.0008 |
0.0000 |
0.9899 |
37.2744 |
37.7418 |
| fluidHighway |
10.1423 |
0.0535 |
0.0325 |
0.9362 |
26.1301 |
26.2999 |
| highway |
3.7555 |
0.0182 |
0.0007 |
0.9838 |
30.5417 |
31.4874 |
| Video |
AGE |
pEPs |
pCEPS |
MSSSIM |
PSNR |
CQM |
| overpass |
8.9894 |
0.1163 |
0.0103 |
0.8632 |
24.6136 |
25.6992 |
| advertisementBoard |
1.6655 |
0.0001 |
0.0000 |
0.9966 |
40.7212 |
40.7527 |
| canoe |
15.1473 |
0.2608 |
0.0539 |
0.6296 |
19.8011 |
20.3476 |
| fountain01 |
5.9230 |
0.0595 |
0.0129 |
0.9305 |
25.8217 |
26.9854 |
| fountain02 |
6.3433 |
0.0420 |
0.0027 |
0.9432 |
28.6699 |
29.4793 |
| fall |
25.4460 |
0.3312 |
0.1218 |
0.7018 |
15.1002 |
16.1846 |
| Video |
AGE |
pEPs |
pCEPS |
MSSSIM |
PSNR |
CQM |
| O_SM_04 |
6.0836 |
0.0451 |
0.0004 |
0.9670 |
28.7819 |
29.8075 |
| boulevard |
9.7258 |
0.1293 |
0.0202 |
0.8997 |
21.7984 |
23.2425 |
| I_SM_04 |
3.6823 |
0.0289 |
0.0008 |
0.9859 |
30.4775 |
31.3986 |
| I_MC_02 |
15.2796 |
0.1905 |
0.0783 |
0.7379 |
18.6725 |
19.8981 |
| badminton |
2.2477 |
0.0097 |
0.0020 |
0.9798 |
34.9925 |
35.5817 |
| O_MC_02 |
14.0312 |
0.1841 |
0.0731 |
0.7457 |
19.6671 |
20.4931 |
| traffic |
6.5932 |
0.0527 |
0.0088 |
0.9379 |
27.7095 |
28.5466 |
| CMU |
4.8252 |
0.0336 |
0.0004 |
0.9902 |
29.6174 |
30.3500 |
| sidewalk |
24.3696 |
0.3163 |
0.1847 |
0.4089 |
15.4856 |
17.2327 |
| Video |
AGE |
pEPs |
pCEPS |
MSSSIM |
PSNR |
CQM |
| Uturn |
4.1264 |
0.0309 |
0.0168 |
0.9557 |
27.0350 |
27.7828 |
| CaVignal |
1.5841 |
0.0004 |
0.0000 |
0.9963 |
40.1694 |
40.3987 |
| office |
8.7656 |
0.0899 |
0.0285 |
0.9870 |
27.0011 |
28.1590 |
| sofa |
2.3029 |
0.0023 |
0.0009 |
0.9949 |
37.5161 |
37.7663 |
| copyMachine |
8.6609 |
0.0575 |
0.0450 |
0.9068 |
21.7672 |
23.3701 |
| tramstop |
2.3760 |
0.0031 |
0.0000 |
0.9954 |
36.4416 |
36.7914 |
| UCF-traffic |
2.2418 |
0.0143 |
0.0071 |
0.9583 |
31.7918 |
33.8299 |
| streetCorner |
6.5207 |
0.0402 |
0.0215 |
0.9334 |
24.2295 |
25.3387 |
| AVSS2007 |
9.0258 |
0.0722 |
0.0513 |
0.8888 |
22.1115 |
22.9735 |
| Teknomo |
5.6828 |
0.0267 |
0.0063 |
0.9795 |
26.4342 |
27.4568 |
| I_CA_02 |
3.0004 |
0.0071 |
0.0010 |
0.9888 |
33.1357 |
33.8631 |
| Candela_m1.10 |
2.0389 |
0.0007 |
0.0000 |
0.9969 |
38.2657 |
38.1866 |
| I_MB_02 |
2.5922 |
0.0018 |
0.0010 |
0.9924 |
36.8773 |
37.2277 |
| I_MB_01 |
2.0096 |
0.0000 |
0.0000 |
0.9970 |
39.4674 |
39.9490 |
| busStation |
2.8988 |
0.0083 |
0.0029 |
0.9851 |
33.1836 |
33.8982 |
| I_CA_01 |
2.2183 |
0.0054 |
0.0016 |
0.9836 |
36.5312 |
36.6241 |
| Video |
AGE |
pEPs |
pCEPS |
MSSSIM |
PSNR |
CQM |
| People&Foliage |
3.7588 |
0.0141 |
0.0082 |
0.9890 |
30.4380 |
30.8584 |
| boulevardJam |
17.0916 |
0.2286 |
0.1255 |
0.5550 |
19.3248 |
20.5221 |
| Crowded |
8.1997 |
0.0567 |
0.0384 |
0.9496 |
27.4811 |
28.7322 |
| tramway |
8.1555 |
0.0781 |
0.0307 |
0.9089 |
22.5280 |
24.0307 |
| groupCampus |
7.4604 |
0.0609 |
0.0308 |
0.9286 |
27.6343 |
28.6487 |
| HumanBody2 |
3.4064 |
0.0091 |
0.0020 |
0.9929 |
32.9662 |
33.4312 |
| Board |
6.4846 |
0.0398 |
0.0094 |
0.9077 |
28.4399 |
29.3575 |
| Foliage |
2.6694 |
0.0006 |
0.0000 |
0.9974 |
36.3978 |
36.6420 |
| UCF-fishes |
6.2740 |
0.0743 |
0.0411 |
0.6998 |
23.5731 |
26.1034 |
| ICRA3 |
21.9689 |
0.5218 |
0.4603 |
0.9413 |
18.8769 |
20.0217 |
| IndianTraffic3 |
1.3729 |
0.0004 |
0.0000 |
0.9935 |
41.5939 |
42.0877 |
| Video |
AGE |
pEPs |
pCEPS |
MSSSIM |
PSNR |
CQM |
| I_IL_01 |
9.0826 |
0.1259 |
0.1068 |
0.9717 |
24.1281 |
25.3542 |
| I_IL_02 |
5.6962 |
0.0397 |
0.0281 |
0.9718 |
27.9256 |
28.7642 |
| Dataset3Camera1 |
9.5720 |
0.0545 |
0.0148 |
0.9583 |
26.5468 |
27.7226 |
| CameraParameter |
6.6294 |
0.0302 |
0.0262 |
0.9385 |
18.4163 |
20.1838 |
| Dataset3Camera2 |
5.3625 |
0.0243 |
0.0045 |
0.9777 |
29.3772 |
30.3361 |
| cubicle |
8.6241 |
0.0922 |
0.0455 |
0.9602 |
24.8989 |
25.7526 |
| Video |
AGE |
pEPs |
pCEPS |
MSSSIM |
PSNR |
CQM |
| PedAndStorrowDrive3 |
2.8949 |
0.0103 |
0.0055 |
0.9932 |
32.0178 |
32.9416 |
| PedAndStorrowDrive |
6.8513 |
0.0779 |
0.0066 |
0.9697 |
26.8766 |
28.0936 |
| BusStopMorning |
5.8279 |
0.0240 |
0.0010 |
0.9849 |
29.3030 |
29.9402 |
| Dataset4Camera1 |
5.3120 |
0.0102 |
0.0007 |
0.9901 |
30.7613 |
31.4586 |
| Terrace |
15.6280 |
0.2788 |
0.1837 |
0.9422 |
22.5282 |
23.2705 |
| Video |
AGE |
pEPs |
pCEPS |
MSSSIM |
PSNR |
CQM |
| Toscana |
9.8684 |
0.1331 |
0.1007 |
0.8757 |
21.9912 |
22.9289 |
| CUHK_Square |
4.9347 |
0.0330 |
0.0012 |
0.9655 |
29.8919 |
30.3907 |
| pedestrians |
1.8655 |
0.0002 |
0.0000 |
0.9949 |
39.3010 |
39.6364 |
| NoisyNight |
5.1411 |
0.0199 |
0.0018 |
0.9290 |
30.6201 |
31.5451 |
| peopleInShade |
9.2730 |
0.0818 |
0.0552 |
0.9183 |
25.2761 |
26.1391 |
| DynamicBackground |
7.3852 |
0.0539 |
0.0010 |
0.9628 |
27.5186 |
28.0590 |
| snowFall |
2.6199 |
0.0013 |
0.0001 |
0.9581 |
37.0424 |
37.5060 |
| TwoLeaveShop1cor |
5.1854 |
0.0429 |
0.0303 |
0.9278 |
25.8075 |
26.5039 |
| MIT |
4.7829 |
0.0356 |
0.0026 |
0.9721 |
29.2161 |
30.2826 |
| TownCentre |
4.5968 |
0.0156 |
0.0056 |
0.9565 |
31.5989 |
31.7026 |