| Contact name | Marwa JMAL |
| Contact email | [email protected] |
| Contact university/company | Ecole Polytechnique de Tunisie |
| Method's name | NExBI |
| Reference | M.Jmal "Real-time Scene Background Initialization based on Spatio-Temporal Neighborhood Exploration" submitted to journal of multimedia tools and applications. |
| Processing time | 30 fps for a 320x240 video with unoptimized c++ code running on a core i6 laptop |
| Code is available online | False |
| Parameters |
K=3 (K=1 for veryShort category), N =16, e=2
|
You can download the background estimation results of this method by clicking here.
| Video |
AGE |
pEPs |
pCEPS |
MSSSIM |
PSNR |
CQM |
| skating |
3.6905 |
0.0137 |
0.0025 |
0.9650 |
32.7410 |
33.7866 |
| wetSnow |
3.1697 |
0.0044 |
0.0021 |
0.9644 |
34.7313 |
35.2591 |
| I_SI_01 |
2.2875 |
0.0013 |
0.0001 |
0.9942 |
38.1499 |
38.5332 |
| streetCornerAtNight |
2.2078 |
0.0032 |
0.0021 |
0.9821 |
36.8066 |
37.9124 |
| Hybrid |
6.8768 |
0.0407 |
0.0030 |
0.9638 |
28.5932 |
29.1560 |
| 511 |
5.8916 |
0.0664 |
0.0049 |
0.9345 |
26.2599 |
28.3762 |
| Blurred |
2.5863 |
0.0013 |
0.0002 |
0.9909 |
36.3266 |
36.6845 |
| CamouflageFgObjects |
3.6989 |
0.0076 |
0.0000 |
0.9851 |
33.1042 |
33.4846 |
| IntelligentRoom |
4.2122 |
0.0051 |
0.0000 |
0.9886 |
32.8771 |
33.3042 |
| PETS2006 |
2.2332 |
0.0049 |
0.0029 |
0.9822 |
33.2468 |
34.0063 |
| IPPR2 |
8.1399 |
0.0527 |
0.0316 |
0.8500 |
23.6965 |
24.3852 |
| MPEG4_40 |
2.9795 |
0.0202 |
0.0026 |
0.9751 |
31.4684 |
32.5402 |
| ComplexBackground |
6.9864 |
0.0457 |
0.0017 |
0.9809 |
28.0525 |
28.7295 |
| Intersection |
2.8774 |
0.0043 |
0.0010 |
0.9766 |
34.8663 |
35.4716 |
| fluidHighway |
9.4463 |
0.0609 |
0.0356 |
0.9112 |
26.4894 |
26.7421 |
| highway |
8.6614 |
0.0428 |
0.0023 |
0.9628 |
26.5751 |
27.7318 |
| Video |
AGE |
pEPs |
pCEPS |
MSSSIM |
PSNR |
CQM |
| overpass |
8.7877 |
0.1334 |
0.0140 |
0.8531 |
23.8343 |
24.9767 |
| advertisementBoard |
2.6212 |
0.0039 |
0.0015 |
0.9882 |
36.4789 |
36.6791 |
| canoe |
18.8497 |
0.3200 |
0.0762 |
0.6245 |
18.4152 |
19.0610 |
| fountain01 |
7.2796 |
0.0798 |
0.0183 |
0.9046 |
23.8574 |
25.1074 |
| fountain02 |
6.2824 |
0.0527 |
0.0046 |
0.9336 |
28.2512 |
29.1400 |
| fall |
25.6899 |
0.3561 |
0.1128 |
0.7044 |
15.3712 |
16.4542 |
| Video |
AGE |
pEPs |
pCEPS |
MSSSIM |
PSNR |
CQM |
| O_SM_04 |
8.5433 |
0.0992 |
0.0077 |
0.9139 |
24.8194 |
26.0367 |
| boulevard |
9.4182 |
0.1228 |
0.0158 |
0.9076 |
22.2455 |
23.7767 |
| I_SM_04 |
3.4690 |
0.0182 |
0.0007 |
0.9849 |
31.6923 |
32.5510 |
| I_MC_02 |
16.0678 |
0.2021 |
0.0793 |
0.7142 |
18.7041 |
19.9225 |
| badminton |
5.2289 |
0.0509 |
0.0189 |
0.8726 |
26.7733 |
27.7054 |
| O_MC_02 |
15.4115 |
0.2020 |
0.0912 |
0.7440 |
18.9209 |
19.7796 |
| traffic |
11.3764 |
0.1315 |
0.0703 |
0.7832 |
23.0228 |
24.0855 |
| CMU |
5.6560 |
0.0511 |
0.0014 |
0.9875 |
28.0431 |
28.8575 |
| sidewalk |
25.0000 |
0.3212 |
0.1764 |
0.4139 |
15.3708 |
17.1426 |
| Video |
AGE |
pEPs |
pCEPS |
MSSSIM |
PSNR |
CQM |
| Uturn |
3.9561 |
0.0263 |
0.0147 |
0.9612 |
28.0866 |
28.7615 |
| CaVignal |
1.5242 |
0.0005 |
0.0000 |
0.9949 |
39.8208 |
40.1792 |
| office |
5.3003 |
0.0100 |
0.0020 |
0.9914 |
31.1749 |
32.0706 |
| sofa |
5.2819 |
0.0402 |
0.0279 |
0.9050 |
23.0706 |
24.2798 |
| copyMachine |
7.2364 |
0.0288 |
0.0134 |
0.9614 |
28.4363 |
29.4852 |
| tramstop |
5.7088 |
0.0381 |
0.0024 |
0.9795 |
28.6040 |
29.3420 |
| UCF-traffic |
3.0636 |
0.0270 |
0.0115 |
0.9288 |
29.8298 |
31.2969 |
| streetCorner |
5.9160 |
0.0306 |
0.0150 |
0.9647 |
26.6364 |
27.6667 |
| AVSS2007 |
12.3242 |
0.0947 |
0.0697 |
0.8799 |
21.1518 |
22.0076 |
| Teknomo |
6.9666 |
0.0479 |
0.0097 |
0.9552 |
25.3235 |
26.3857 |
| I_CA_02 |
2.8526 |
0.0095 |
0.0022 |
0.9824 |
32.4404 |
33.0889 |
| Candela_m1.10 |
2.6429 |
0.0023 |
0.0000 |
0.9918 |
35.8763 |
35.7851 |
| I_MB_02 |
2.3171 |
0.0030 |
0.0017 |
0.9842 |
32.8445 |
33.6649 |
| I_MB_01 |
2.9121 |
0.0271 |
0.0228 |
0.9845 |
28.6272 |
29.8269 |
| busStation |
3.0622 |
0.0030 |
0.0007 |
0.9815 |
35.2212 |
35.7016 |
| I_CA_01 |
3.1337 |
0.0074 |
0.0027 |
0.9765 |
34.4332 |
34.6154 |
| Video |
AGE |
pEPs |
pCEPS |
MSSSIM |
PSNR |
CQM |
| People&Foliage |
1.7570 |
0.0002 |
0.0000 |
0.9971 |
39.7489 |
39.7312 |
| boulevardJam |
5.0516 |
0.0514 |
0.0170 |
0.8789 |
27.6165 |
28.8454 |
| Crowded |
8.6862 |
0.0550 |
0.0328 |
0.9391 |
27.2461 |
28.5195 |
| tramway |
12.4111 |
0.1599 |
0.0331 |
0.8374 |
20.5096 |
22.0177 |
| groupCampus |
7.5163 |
0.0678 |
0.0325 |
0.9274 |
27.4683 |
28.5439 |
| HumanBody2 |
4.2218 |
0.0221 |
0.0021 |
0.9891 |
30.1015 |
30.6972 |
| Board |
6.7738 |
0.0459 |
0.0117 |
0.9162 |
28.1156 |
29.0466 |
| Foliage |
3.6524 |
0.0037 |
0.0000 |
0.9949 |
33.8375 |
34.2265 |
| UCF-fishes |
2.5228 |
0.0166 |
0.0089 |
0.9008 |
29.7060 |
32.0306 |
| ICRA3 |
2.3595 |
0.0065 |
0.0004 |
0.9935 |
35.2942 |
35.5258 |
| IndianTraffic3 |
3.4480 |
0.0266 |
0.0171 |
0.9430 |
30.4174 |
31.6475 |
| Video |
AGE |
pEPs |
pCEPS |
MSSSIM |
PSNR |
CQM |
| I_IL_01 |
3.0329 |
0.0272 |
0.0190 |
0.9898 |
32.5195 |
33.3700 |
| I_IL_02 |
6.2417 |
0.0872 |
0.0561 |
0.9584 |
26.2575 |
27.0616 |
| Dataset3Camera1 |
4.4373 |
0.0412 |
0.0217 |
0.9615 |
29.0687 |
30.0467 |
| CameraParameter |
2.1851 |
0.0102 |
0.0073 |
0.9756 |
36.7813 |
37.5176 |
| Dataset3Camera2 |
6.8476 |
0.1070 |
0.0632 |
0.9168 |
23.9731 |
25.2688 |
| cubicle |
6.2415 |
0.0489 |
0.0254 |
0.9702 |
26.6217 |
27.4637 |
| Video |
AGE |
pEPs |
pCEPS |
MSSSIM |
PSNR |
CQM |
| PedAndStorrowDrive3 |
4.5470 |
0.0380 |
0.0048 |
0.9819 |
28.2004 |
29.2183 |
| PedAndStorrowDrive |
11.0096 |
0.1503 |
0.0363 |
0.9023 |
21.6622 |
23.1940 |
| BusStopMorning |
6.9018 |
0.0440 |
0.0082 |
0.9501 |
25.4774 |
26.0903 |
| Dataset4Camera1 |
1.8317 |
0.0043 |
0.0002 |
0.9915 |
35.8412 |
36.2144 |
| Terrace |
7.0590 |
0.0617 |
0.0363 |
0.8706 |
22.4357 |
23.4769 |
| Video |
AGE |
pEPs |
pCEPS |
MSSSIM |
PSNR |
CQM |
| Toscana |
3.8839 |
0.0154 |
0.0071 |
0.9616 |
29.0250 |
29.8464 |
| CUHK_Square |
5.9819 |
0.0565 |
0.0042 |
0.9451 |
27.2737 |
27.8796 |
| pedestrians |
2.0927 |
0.0008 |
0.0000 |
0.9936 |
38.0300 |
38.5545 |
| NoisyNight |
6.4966 |
0.0388 |
0.0093 |
0.8864 |
27.4191 |
28.6868 |
| peopleInShade |
9.4336 |
0.0666 |
0.0490 |
0.8962 |
20.4872 |
21.4974 |
| DynamicBackground |
11.8629 |
0.1707 |
0.0228 |
0.9083 |
22.8422 |
23.5873 |
| snowFall |
3.5263 |
0.0013 |
0.0001 |
0.9407 |
35.1409 |
35.5612 |
| TwoLeaveShop1cor |
3.6254 |
0.0095 |
0.0062 |
0.9724 |
27.8484 |
28.4244 |
| MIT |
6.0949 |
0.0604 |
0.0067 |
0.9532 |
26.7849 |
28.0079 |
| TownCentre |
4.1359 |
0.0074 |
0.0006 |
0.9670 |
32.8392 |
32.9182 |