| Contact name | Graciela Ramirez-Alonso |
| Contact email | [email protected] |
| Contact university/company | ITCH - UACH |
| Method's name | AAPSA |
| Reference | M Chacon-Murguia, G Ramirez-Alonso and J Ramirez-Quintana "Evaluation of the Background Modeling Method Auto-Adaptive Parallel Neural Network Architecture in the SBMnet Dataset", Scene Background Modeling workshop (ICPR) 2016 |
| Processing time | ~20fps for 240x360 video with Matlab code running on Intel 2.4GHz |
| Code is available online | False |
| Parameters |
ThSFo=300, ThLLR=0.12, ThHLR=0.26, ThDCh=26, ThStable=0.001,ThSceneCh=65
|
You can download the background estimation results of this method by clicking here.
| Video |
AGE |
pEPs |
pCEPS |
MSSSIM |
PSNR |
CQM |
| skating |
3.8216 |
0.0147 |
0.0021 |
0.9661 |
30.2566 |
31.3661 |
| wetSnow |
4.5247 |
0.0575 |
0.0386 |
0.9556 |
29.5293 |
30.3372 |
| I_SI_01 |
4.4667 |
0.0225 |
0.0147 |
0.9908 |
29.5916 |
30.1524 |
| streetCornerAtNight |
4.8068 |
0.0395 |
0.0239 |
0.9567 |
28.9157 |
30.4334 |
| Hybrid |
8.9384 |
0.0935 |
0.0098 |
0.9246 |
25.7961 |
26.2347 |
| 511 |
3.7944 |
0.0338 |
0.0019 |
0.9764 |
30.6945 |
32.4493 |
| Blurred |
8.8476 |
0.0708 |
0.0390 |
0.9189 |
25.7675 |
26.2316 |
| CamouflageFgObjects |
12.1872 |
0.1778 |
0.1280 |
0.9317 |
23.1271 |
23.4104 |
| IntelligentRoom |
3.0735 |
0.0048 |
0.0001 |
0.9901 |
34.3090 |
34.3279 |
| PETS2006 |
2.4009 |
0.0014 |
0.0000 |
0.9886 |
36.3906 |
36.4810 |
| IPPR2 |
4.5662 |
0.0112 |
0.0035 |
0.9675 |
31.5687 |
32.1137 |
| MPEG4_40 |
3.2000 |
0.0137 |
0.0012 |
0.9819 |
32.7297 |
33.5312 |
| ComplexBackground |
10.1885 |
0.0711 |
0.0278 |
0.9184 |
20.2436 |
20.9905 |
| Intersection |
1.8270 |
0.0034 |
0.0002 |
0.9913 |
36.9748 |
37.3504 |
| fluidHighway |
8.3838 |
0.0727 |
0.0554 |
0.8881 |
26.1130 |
26.4097 |
| highway |
5.3720 |
0.0297 |
0.0086 |
0.9735 |
29.2375 |
30.1834 |
| Video |
AGE |
pEPs |
pCEPS |
MSSSIM |
PSNR |
CQM |
| overpass |
8.5641 |
0.1033 |
0.0086 |
0.8797 |
24.8302 |
25.8958 |
| advertisementBoard |
2.5973 |
0.0075 |
0.0014 |
0.9787 |
33.5364 |
34.3236 |
| canoe |
16.5549 |
0.2945 |
0.0782 |
0.6238 |
20.1139 |
20.7532 |
| fountain01 |
6.2610 |
0.0627 |
0.0131 |
0.9261 |
25.3034 |
26.6049 |
| fountain02 |
7.3243 |
0.0598 |
0.0030 |
0.9327 |
27.3556 |
28.2772 |
| fall |
25.5406 |
0.3651 |
0.1241 |
0.7121 |
15.7859 |
16.9526 |
| Video |
AGE |
pEPs |
pCEPS |
MSSSIM |
PSNR |
CQM |
| O_SM_04 |
6.3575 |
0.0481 |
0.0014 |
0.9659 |
27.9307 |
29.0842 |
| boulevard |
11.1456 |
0.1564 |
0.0300 |
0.9007 |
21.7035 |
22.9100 |
| I_SM_04 |
5.4989 |
0.0503 |
0.0219 |
0.9774 |
26.1823 |
26.9627 |
| I_MC_02 |
11.5518 |
0.1368 |
0.0364 |
0.8673 |
21.2045 |
22.0507 |
| badminton |
8.2093 |
0.1065 |
0.0539 |
0.7481 |
23.6180 |
24.6117 |
| O_MC_02 |
12.1914 |
0.1577 |
0.0479 |
0.8295 |
21.6468 |
22.4212 |
| traffic |
10.4700 |
0.1145 |
0.0412 |
0.8226 |
23.7175 |
24.5097 |
| CMU |
6.1927 |
0.0571 |
0.0010 |
0.9835 |
26.9904 |
27.8338 |
| sidewalk |
20.3492 |
0.2546 |
0.1102 |
0.5956 |
16.5809 |
17.9779 |
| Video |
AGE |
pEPs |
pCEPS |
MSSSIM |
PSNR |
CQM |
| Uturn |
3.4111 |
0.0303 |
0.0109 |
0.9598 |
28.4587 |
29.1272 |
| CaVignal |
13.4648 |
0.1140 |
0.0906 |
0.7968 |
16.4934 |
17.7205 |
| office |
12.7239 |
0.1425 |
0.0785 |
0.9132 |
23.4920 |
24.6942 |
| sofa |
2.4896 |
0.0064 |
0.0014 |
0.9851 |
33.3258 |
33.7899 |
| copyMachine |
13.1053 |
0.0954 |
0.0838 |
0.8675 |
17.5179 |
19.1141 |
| tramstop |
11.1691 |
0.1276 |
0.0661 |
0.8753 |
19.8245 |
20.6564 |
| UCF-traffic |
1.7631 |
0.0092 |
0.0047 |
0.9708 |
33.4929 |
35.8667 |
| streetCorner |
11.1808 |
0.0949 |
0.0567 |
0.8467 |
20.2101 |
21.3282 |
| AVSS2007 |
16.8840 |
0.2314 |
0.1965 |
0.7860 |
19.3597 |
20.3799 |
| Teknomo |
5.8101 |
0.0315 |
0.0049 |
0.9729 |
26.1336 |
26.8987 |
| I_CA_02 |
12.6137 |
0.1243 |
0.0976 |
0.7816 |
18.5597 |
19.2588 |
| Candela_m1.10 |
4.7175 |
0.0323 |
0.0172 |
0.9444 |
27.6487 |
28.1254 |
| I_MB_02 |
8.4363 |
0.0825 |
0.0635 |
0.9008 |
22.7079 |
23.7366 |
| I_MB_01 |
3.1810 |
0.0267 |
0.0222 |
0.9842 |
28.6452 |
29.8303 |
| busStation |
6.3865 |
0.0530 |
0.0289 |
0.8983 |
22.3875 |
23.4202 |
| I_CA_01 |
4.7794 |
0.0263 |
0.0122 |
0.9307 |
30.2441 |
29.3922 |
| Video |
AGE |
pEPs |
pCEPS |
MSSSIM |
PSNR |
CQM |
| People&Foliage |
40.2539 |
0.6450 |
0.5476 |
0.7113 |
13.7164 |
14.6059 |
| boulevardJam |
7.1979 |
0.0660 |
0.0298 |
0.8488 |
24.4279 |
25.6056 |
| Crowded |
6.1983 |
0.0469 |
0.0359 |
0.8678 |
26.1665 |
27.1308 |
| tramway |
12.3838 |
0.1560 |
0.0813 |
0.8039 |
20.5345 |
22.0858 |
| groupCampus |
21.0748 |
0.4232 |
0.3001 |
0.7082 |
19.1691 |
20.4504 |
| HumanBody2 |
7.4618 |
0.0769 |
0.0322 |
0.9675 |
26.3413 |
26.9536 |
| Board |
24.6053 |
0.4630 |
0.3560 |
0.6498 |
18.1266 |
18.9087 |
| Foliage |
30.7142 |
0.6610 |
0.4331 |
0.7493 |
17.1041 |
17.4901 |
| UCF-fishes |
3.0219 |
0.0225 |
0.0113 |
0.8849 |
32.0693 |
34.3323 |
| ICRA3 |
17.6820 |
0.2651 |
0.2205 |
0.9046 |
19.4957 |
20.7812 |
| IndianTraffic3 |
2.3113 |
0.0094 |
0.0011 |
0.9678 |
34.5868 |
35.5183 |
| Video |
AGE |
pEPs |
pCEPS |
MSSSIM |
PSNR |
CQM |
| I_IL_01 |
9.0418 |
0.0438 |
0.0237 |
0.9763 |
27.3151 |
28.3891 |
| I_IL_02 |
9.3135 |
0.1235 |
0.0803 |
0.9566 |
25.5460 |
26.1365 |
| Dataset3Camera1 |
3.8554 |
0.0036 |
0.0001 |
0.9877 |
33.7699 |
34.4053 |
| CameraParameter |
4.8556 |
0.0446 |
0.0150 |
0.9752 |
29.0176 |
29.5923 |
| Dataset3Camera2 |
6.9431 |
0.0435 |
0.0050 |
0.9757 |
28.1489 |
29.1809 |
| cubicle |
6.3458 |
0.0783 |
0.0262 |
0.9655 |
27.2508 |
28.0431 |
| Video |
AGE |
pEPs |
pCEPS |
MSSSIM |
PSNR |
CQM |
| PedAndStorrowDrive3 |
3.8728 |
0.0241 |
0.0111 |
0.9862 |
27.4596 |
28.7072 |
| PedAndStorrowDrive |
13.0531 |
0.1730 |
0.0440 |
0.9026 |
20.8136 |
22.3331 |
| BusStopMorning |
5.2467 |
0.0253 |
0.0003 |
0.9867 |
29.2970 |
29.8948 |
| Dataset4Camera1 |
4.7265 |
0.0092 |
0.0006 |
0.9886 |
30.6884 |
31.3582 |
| Terrace |
6.2494 |
0.0417 |
0.0087 |
0.9431 |
29.2057 |
29.4376 |
| Video |
AGE |
pEPs |
pCEPS |
MSSSIM |
PSNR |
CQM |
| Toscana |
9.0817 |
0.0745 |
0.0543 |
0.8839 |
21.4111 |
22.2275 |
| CUHK_Square |
22.9123 |
0.2187 |
0.1335 |
0.7130 |
14.6016 |
15.6528 |
| pedestrians |
2.9279 |
0.0121 |
0.0071 |
0.9851 |
27.0081 |
28.1474 |
| NoisyNight |
6.5407 |
0.0278 |
0.0012 |
0.9095 |
28.9359 |
29.8206 |
| peopleInShade |
6.1406 |
0.0419 |
0.0382 |
0.9793 |
23.5106 |
24.5501 |
| DynamicBackground |
17.1403 |
0.2536 |
0.0607 |
0.8374 |
18.4606 |
19.3159 |
| snowFall |
4.8251 |
0.0335 |
0.0307 |
0.9301 |
25.6316 |
26.6724 |
| TwoLeaveShop1cor |
7.6227 |
0.0540 |
0.0413 |
0.8786 |
22.3652 |
23.1995 |
| MIT |
7.9727 |
0.0670 |
0.0273 |
0.9135 |
22.2659 |
23.6157 |
| TownCentre |
7.7882 |
0.0773 |
0.0435 |
0.8390 |
23.4449 |
24.0731 |