| Contact name | Pierre-Marc Jodoin |
| Contact email | [email protected] |
| Contact university/company | University of Sherbrooke |
| Method's name | Temporal median filter |
| Reference | Piccardi, Massimo. "Background subtraction techniques: a review." In Systems, man and cybernetics, 2004 IEEE international conference on, vol. 4, pp. 3099-3104. IEEE, 2004. |
| Processing time | 100 fps |
| Code is available online | False |
| Parameters |
None
|
You can download the background estimation results of this method by clicking here.
| Video |
AGE |
pEPs |
pCEPS |
MSSSIM |
PSNR |
CQM |
| skating |
5.6650 |
0.0380 |
0.0047 |
0.9495 |
29.6352 |
31.0447 |
| wetSnow |
2.2394 |
0.0009 |
0.0002 |
0.9836 |
38.0779 |
38.4530 |
| I_SI_01 |
2.1034 |
0.0016 |
0.0001 |
0.9949 |
38.6177 |
38.9471 |
| streetCornerAtNight |
3.5473 |
0.0021 |
0.0005 |
0.9778 |
34.3334 |
35.5161 |
| Hybrid |
4.8627 |
0.0143 |
0.0000 |
0.9860 |
31.4288 |
31.9444 |
| 511 |
3.4040 |
0.0260 |
0.0005 |
0.9820 |
31.1367 |
32.9801 |
| Blurred |
1.1881 |
0.0000 |
0.0000 |
0.9979 |
42.5018 |
42.5942 |
| CamouflageFgObjects |
3.0712 |
0.0105 |
0.0035 |
0.9887 |
33.5077 |
33.9783 |
| IntelligentRoom |
2.9439 |
0.0033 |
0.0000 |
0.9920 |
34.8933 |
35.2311 |
| PETS2006 |
2.1663 |
0.0004 |
0.0001 |
0.9909 |
38.5505 |
38.6057 |
| IPPR2 |
4.3184 |
0.0037 |
0.0004 |
0.9755 |
33.0284 |
33.1452 |
| MPEG4_40 |
3.8488 |
0.0171 |
0.0023 |
0.9726 |
31.6320 |
32.5195 |
| ComplexBackground |
6.0669 |
0.0301 |
0.0016 |
0.9852 |
29.1374 |
29.8771 |
| Intersection |
2.6908 |
0.0016 |
0.0000 |
0.9882 |
36.3554 |
36.9025 |
| fluidHighway |
9.2846 |
0.0544 |
0.0398 |
0.9376 |
25.7507 |
25.8356 |
| highway |
3.8304 |
0.0179 |
0.0008 |
0.9839 |
30.7499 |
31.7721 |
| Video |
AGE |
pEPs |
pCEPS |
MSSSIM |
PSNR |
CQM |
| overpass |
16.8513 |
0.1864 |
0.0956 |
0.6772 |
17.2964 |
18.3466 |
| advertisementBoard |
1.5604 |
0.0020 |
0.0004 |
0.9841 |
39.2642 |
39.3770 |
| canoe |
14.2032 |
0.2552 |
0.0460 |
0.6580 |
21.0465 |
21.9467 |
| fountain01 |
5.6517 |
0.0549 |
0.0111 |
0.9366 |
26.4567 |
27.6115 |
| fountain02 |
7.0853 |
0.0551 |
0.0024 |
0.9456 |
27.9724 |
28.9050 |
| fall |
18.2363 |
0.2601 |
0.0830 |
0.8012 |
18.0242 |
19.0903 |
| Video |
AGE |
pEPs |
pCEPS |
MSSSIM |
PSNR |
CQM |
| O_SM_04 |
6.1220 |
0.0398 |
0.0002 |
0.9661 |
29.0509 |
30.0829 |
| boulevard |
9.7258 |
0.1338 |
0.0221 |
0.8987 |
21.8844 |
23.3405 |
| I_SM_04 |
3.1344 |
0.0291 |
0.0006 |
0.9873 |
30.9991 |
31.9221 |
| I_MC_02 |
14.6797 |
0.1834 |
0.0730 |
0.7491 |
18.9946 |
20.2270 |
| badminton |
2.6162 |
0.0165 |
0.0051 |
0.9673 |
33.6935 |
34.3974 |
| O_MC_02 |
12.9082 |
0.1757 |
0.0660 |
0.7553 |
20.5153 |
21.3888 |
| traffic |
5.3515 |
0.0583 |
0.0315 |
0.9097 |
28.6613 |
29.6015 |
| CMU |
4.7850 |
0.0297 |
0.0001 |
0.9907 |
30.2604 |
30.9409 |
| sidewalk |
22.4798 |
0.2901 |
0.1646 |
0.4765 |
15.9137 |
17.7119 |
| Video |
AGE |
pEPs |
pCEPS |
MSSSIM |
PSNR |
CQM |
| Uturn |
3.3958 |
0.0364 |
0.0193 |
0.9505 |
27.0405 |
27.8922 |
| CaVignal |
12.4108 |
0.1080 |
0.0832 |
0.8037 |
16.9242 |
18.1755 |
| office |
18.2930 |
0.2607 |
0.1613 |
0.8422 |
18.5049 |
19.4106 |
| sofa |
3.6281 |
0.0278 |
0.0210 |
0.9421 |
25.9952 |
27.1408 |
| copyMachine |
8.1304 |
0.0498 |
0.0398 |
0.9217 |
22.2292 |
23.8301 |
| tramstop |
2.1671 |
0.0017 |
0.0001 |
0.9960 |
36.9279 |
37.2936 |
| UCF-traffic |
2.5181 |
0.0229 |
0.0102 |
0.9445 |
30.1313 |
32.4682 |
| streetCorner |
8.2673 |
0.0618 |
0.0351 |
0.9017 |
22.1993 |
23.3698 |
| AVSS2007 |
11.0419 |
0.1010 |
0.0847 |
0.8627 |
19.8754 |
20.8048 |
| Teknomo |
4.1864 |
0.0162 |
0.0055 |
0.9914 |
27.4161 |
28.5149 |
| I_CA_02 |
10.5853 |
0.1043 |
0.0787 |
0.8020 |
19.4497 |
20.0918 |
| Candela_m1.10 |
4.5974 |
0.0374 |
0.0235 |
0.9355 |
26.0498 |
26.7118 |
| I_MB_02 |
6.5455 |
0.0461 |
0.0311 |
0.9195 |
22.8675 |
23.9678 |
| I_MB_01 |
3.4566 |
0.0261 |
0.0215 |
0.9849 |
28.8512 |
30.0430 |
| busStation |
5.1284 |
0.0447 |
0.0339 |
0.9026 |
22.9404 |
24.1104 |
| I_CA_01 |
4.4520 |
0.0384 |
0.0243 |
0.9383 |
27.8234 |
28.2924 |
| Video |
AGE |
pEPs |
pCEPS |
MSSSIM |
PSNR |
CQM |
| People&Foliage |
31.3581 |
0.3871 |
0.3168 |
0.5909 |
13.5993 |
14.4494 |
| boulevardJam |
12.0403 |
0.1609 |
0.0954 |
0.7559 |
22.4463 |
23.7064 |
| Crowded |
7.7229 |
0.0489 |
0.0353 |
0.9580 |
27.9795 |
29.1951 |
| tramway |
6.6374 |
0.0648 |
0.0254 |
0.9237 |
24.2478 |
25.8546 |
| groupCampus |
11.8777 |
0.1856 |
0.1031 |
0.8611 |
23.5071 |
24.2676 |
| HumanBody2 |
3.4639 |
0.0054 |
0.0005 |
0.9939 |
33.2413 |
33.4166 |
| Board |
21.3964 |
0.2534 |
0.2136 |
0.4252 |
16.5311 |
17.8154 |
| Foliage |
32.3303 |
0.5396 |
0.3401 |
0.6389 |
15.3700 |
15.7909 |
| UCF-fishes |
0.5174 |
0.0000 |
0.0000 |
0.9949 |
47.9844 |
49.5963 |
| ICRA3 |
9.5029 |
0.1029 |
0.0887 |
0.8654 |
19.5753 |
20.6266 |
| IndianTraffic3 |
1.0003 |
0.0004 |
0.0001 |
0.9958 |
43.1027 |
43.9388 |
| Video |
AGE |
pEPs |
pCEPS |
MSSSIM |
PSNR |
CQM |
| I_IL_01 |
6.6994 |
0.0435 |
0.0299 |
0.9694 |
28.1794 |
29.1159 |
| I_IL_02 |
10.1686 |
0.1265 |
0.0962 |
0.9481 |
23.7602 |
24.6829 |
| Dataset3Camera1 |
24.3924 |
0.5937 |
0.4722 |
0.9372 |
18.8000 |
20.0262 |
| CameraParameter |
6.9415 |
0.0861 |
0.0630 |
0.8729 |
27.0601 |
28.1221 |
| Dataset3Camera2 |
19.6020 |
0.4747 |
0.3758 |
0.9386 |
20.0012 |
21.3483 |
| cubicle |
5.5194 |
0.0687 |
0.0327 |
0.9736 |
28.0924 |
28.9608 |
| Video |
AGE |
pEPs |
pCEPS |
MSSSIM |
PSNR |
CQM |
| PedAndStorrowDrive3 |
2.0268 |
0.0058 |
0.0002 |
0.9966 |
35.7059 |
36.6255 |
| PedAndStorrowDrive |
6.8115 |
0.0584 |
0.0059 |
0.9778 |
27.6806 |
28.8236 |
| BusStopMorning |
5.4059 |
0.0262 |
0.0002 |
0.9884 |
30.0426 |
30.7173 |
| Dataset4Camera1 |
6.6408 |
0.0164 |
0.0009 |
0.9883 |
29.2138 |
29.9900 |
| Terrace |
13.9091 |
0.1716 |
0.0921 |
0.9704 |
23.9369 |
24.8972 |
| Video |
AGE |
pEPs |
pCEPS |
MSSSIM |
PSNR |
CQM |
| Toscana |
8.3915 |
0.1221 |
0.0908 |
0.8737 |
22.9227 |
23.7795 |
| CUHK_Square |
4.8259 |
0.0297 |
0.0012 |
0.9700 |
30.0856 |
30.5431 |
| pedestrians |
1.5825 |
0.0003 |
0.0000 |
0.9953 |
40.0197 |
40.3522 |
| NoisyNight |
6.1895 |
0.0243 |
0.0014 |
0.9152 |
29.4943 |
30.3866 |
| peopleInShade |
7.5944 |
0.0262 |
0.0086 |
0.9639 |
28.3129 |
29.1840 |
| DynamicBackground |
7.2995 |
0.0534 |
0.0008 |
0.9661 |
27.8430 |
28.5205 |
| snowFall |
2.3047 |
0.0002 |
0.0000 |
0.9627 |
37.8026 |
38.2735 |
| TwoLeaveShop1cor |
3.5910 |
0.0136 |
0.0073 |
0.9662 |
30.0734 |
30.6037 |
| MIT |
5.5186 |
0.0437 |
0.0076 |
0.9592 |
27.0518 |
28.3273 |
| TownCentre |
4.0383 |
0.0101 |
0.0018 |
0.9646 |
32.6489 |
33.0418 |