Contact name | N/A N/A |
Contact email | none@none.com |
Contact university/company | Anonymous |
Method's name | BRTF |
Reference | Q. Zhou etal., Bayesian Robust Tensor Factorization for Incomplete Multiway Data, IEEE Transactions on NNLS, 2015 |
Processing time | N/A |
Code is available online | True |
Web page | http://www.bsp.brain.riken.jp/~qibin/homepage/Software.html |
Parameters |
maxRank=20, maxiters=50, tol=1e-6,verbos=2,dimRed=1
|
You can download the background estimation results of this method by clicking here.
Video |
AGE |
pEPs |
pCEPS |
MSSSIM |
PSNR |
CQM |
skating |
26.1047 |
0.4347 |
0.3742 |
0.9038 |
17.7165 |
19.5113 |
wetSnow |
38.1130 |
0.9260 |
0.8674 |
0.9119 |
16.1008 |
17.4863 |
I_SI_01 |
3.2895 |
0.0017 |
0.0003 |
0.9949 |
35.0055 |
35.6256 |
streetCornerAtNight |
10.1791 |
0.1027 |
0.0577 |
0.9311 |
25.9631 |
27.5127 |
Hybrid |
5.9201 |
0.0217 |
0.0005 |
0.9820 |
30.2177 |
30.7200 |
511 |
4.9151 |
0.0459 |
0.0014 |
0.9692 |
29.0003 |
30.7822 |
Blurred |
4.9527 |
0.0002 |
0.0000 |
0.9955 |
32.7393 |
33.3588 |
CamouflageFgObjects |
4.7411 |
0.0115 |
0.0000 |
0.9886 |
31.8056 |
32.2265 |
IntelligentRoom |
3.3546 |
0.0041 |
0.0000 |
0.9916 |
34.2698 |
34.6304 |
PETS2006 |
4.7573 |
0.0068 |
0.0027 |
0.9770 |
32.1327 |
32.7387 |
IPPR2 |
6.9249 |
0.0180 |
0.0046 |
0.9477 |
29.1557 |
29.4500 |
MPEG4_40 |
4.2712 |
0.0100 |
0.0025 |
0.9785 |
32.8476 |
33.5270 |
ComplexBackground |
6.8868 |
0.0420 |
0.0016 |
0.9842 |
28.3010 |
29.0453 |
Intersection |
13.9752 |
0.0640 |
0.0015 |
0.9837 |
24.7770 |
25.9697 |
fluidHighway |
10.1921 |
0.1135 |
0.0860 |
0.8708 |
25.1129 |
25.2649 |
highway |
4.0381 |
0.0217 |
0.0012 |
0.9837 |
30.3017 |
31.3440 |
Video |
AGE |
pEPs |
pCEPS |
MSSSIM |
PSNR |
CQM |
overpass |
14.7183 |
0.1741 |
0.0604 |
0.7191 |
19.2136 |
20.2238 |
advertisementBoard |
3.4640 |
0.0103 |
0.0068 |
0.9857 |
30.3855 |
31.2435 |
canoe |
14.8798 |
0.2591 |
0.0405 |
0.6788 |
21.0919 |
21.9423 |
fountain01 |
5.7383 |
0.0538 |
0.0110 |
0.9401 |
26.5404 |
27.7254 |
fountain02 |
7.3307 |
0.0631 |
0.0034 |
0.9334 |
27.5516 |
28.4862 |
fall |
24.4283 |
0.3588 |
0.1319 |
0.7436 |
16.3691 |
17.4682 |
Video |
AGE |
pEPs |
pCEPS |
MSSSIM |
PSNR |
CQM |
O_SM_04 |
13.2998 |
0.1656 |
0.0124 |
0.9241 |
23.4765 |
24.7783 |
boulevard |
16.6356 |
0.1728 |
0.0254 |
0.9006 |
20.7816 |
22.3002 |
I_SM_04 |
3.0923 |
0.0242 |
0.0004 |
0.9895 |
31.5146 |
32.4689 |
I_MC_02 |
15.4235 |
0.1990 |
0.0743 |
0.7150 |
18.9986 |
20.2332 |
badminton |
16.4044 |
0.1754 |
0.1086 |
0.6519 |
21.0412 |
22.0708 |
O_MC_02 |
16.6375 |
0.2271 |
0.0927 |
0.6641 |
19.4067 |
20.3002 |
traffic |
8.6431 |
0.0591 |
0.0183 |
0.9187 |
25.5242 |
26.5643 |
CMU |
7.3197 |
0.0824 |
0.0033 |
0.9813 |
26.1115 |
27.0098 |
sidewalk |
22.8313 |
0.2969 |
0.1669 |
0.4557 |
16.0485 |
17.8338 |
Video |
AGE |
pEPs |
pCEPS |
MSSSIM |
PSNR |
CQM |
Uturn |
23.4939 |
0.5843 |
0.3551 |
0.9014 |
18.8171 |
19.9902 |
CaVignal |
1.7131 |
0.0005 |
0.0000 |
0.9961 |
39.4667 |
39.8293 |
office |
9.2710 |
0.0243 |
0.0018 |
0.9799 |
27.2337 |
28.4329 |
sofa |
4.2637 |
0.0454 |
0.0331 |
0.9361 |
26.8329 |
27.9534 |
copyMachine |
8.1819 |
0.0571 |
0.0396 |
0.9190 |
22.0566 |
23.6578 |
tramstop |
2.4282 |
0.0059 |
0.0006 |
0.9932 |
34.5400 |
35.0360 |
UCF-traffic |
33.0464 |
0.9594 |
0.8991 |
0.9301 |
17.5125 |
20.0455 |
streetCorner |
7.6425 |
0.0537 |
0.0156 |
0.9494 |
25.6053 |
26.7114 |
AVSS2007 |
21.3957 |
0.1765 |
0.1444 |
0.7611 |
15.2055 |
16.4931 |
Teknomo |
6.7388 |
0.0478 |
0.0118 |
0.9745 |
25.7017 |
26.7200 |
I_CA_02 |
9.8810 |
0.1020 |
0.0757 |
0.8236 |
20.5746 |
21.1816 |
Candela_m1.10 |
3.9102 |
0.0176 |
0.0077 |
0.9675 |
28.5354 |
29.2532 |
I_MB_02 |
8.6361 |
0.0633 |
0.0481 |
0.8762 |
20.5847 |
21.7414 |
I_MB_01 |
8.0478 |
0.0589 |
0.0449 |
0.9507 |
25.1715 |
26.0264 |
busStation |
3.5513 |
0.0051 |
0.0024 |
0.9763 |
32.9892 |
33.6986 |
I_CA_01 |
15.4985 |
0.3137 |
0.2566 |
0.9681 |
22.9605 |
23.6964 |
Video |
AGE |
pEPs |
pCEPS |
MSSSIM |
PSNR |
CQM |
People&Foliage |
43.7996 |
0.5357 |
0.4212 |
0.4982 |
11.7622 |
12.8048 |
boulevardJam |
26.4943 |
0.3673 |
0.2252 |
0.5784 |
16.7989 |
18.1256 |
Crowded |
10.7381 |
0.0538 |
0.0152 |
0.9522 |
26.0806 |
27.3709 |
tramway |
10.7265 |
0.1089 |
0.0209 |
0.9193 |
22.6127 |
24.1522 |
groupCampus |
18.8684 |
0.3341 |
0.2039 |
0.6015 |
19.3313 |
20.1957 |
HumanBody2 |
4.9206 |
0.0165 |
0.0028 |
0.9832 |
28.4624 |
29.5134 |
Board |
29.8457 |
0.6248 |
0.4017 |
-0.2802 |
16.9193 |
18.0804 |
Foliage |
33.7232 |
0.5771 |
0.4146 |
0.6634 |
15.1164 |
15.7271 |
UCF-fishes |
10.5917 |
0.0989 |
0.0714 |
0.7065 |
22.9093 |
25.3412 |
ICRA3 |
5.8361 |
0.0382 |
0.0296 |
0.8838 |
21.8736 |
22.9119 |
IndianTraffic3 |
2.7098 |
0.0105 |
0.0027 |
0.9794 |
33.6906 |
34.9378 |
Video |
AGE |
pEPs |
pCEPS |
MSSSIM |
PSNR |
CQM |
I_IL_01 |
23.5775 |
0.4687 |
0.4101 |
0.9042 |
19.2707 |
20.4088 |
I_IL_02 |
7.4007 |
0.0716 |
0.0447 |
0.9594 |
25.6571 |
26.3990 |
Dataset3Camera1 |
22.5116 |
0.5203 |
0.3811 |
0.9158 |
18.9188 |
20.1435 |
CameraParameter |
6.1126 |
0.0062 |
0.0012 |
0.9807 |
31.0450 |
32.2790 |
Dataset3Camera2 |
5.8965 |
0.0553 |
0.0122 |
0.9838 |
27.6253 |
28.7460 |
cubicle |
31.2116 |
0.5518 |
0.4384 |
0.8498 |
15.5441 |
16.8408 |
Video |
AGE |
pEPs |
pCEPS |
MSSSIM |
PSNR |
CQM |
PedAndStorrowDrive3 |
3.5531 |
0.0177 |
0.0079 |
0.9902 |
30.3169 |
31.4018 |
PedAndStorrowDrive |
5.4323 |
0.0373 |
0.0045 |
0.9813 |
28.5172 |
29.6663 |
BusStopMorning |
5.6396 |
0.0290 |
0.0008 |
0.9869 |
29.0527 |
29.8348 |
Dataset4Camera1 |
3.1876 |
0.0122 |
0.0057 |
0.9828 |
30.7535 |
30.9416 |
Terrace |
19.1109 |
0.2857 |
0.1247 |
0.8165 |
19.5534 |
20.7392 |
Video |
AGE |
pEPs |
pCEPS |
MSSSIM |
PSNR |
CQM |
Toscana |
7.4022 |
0.0522 |
0.0294 |
0.8999 |
22.7216 |
23.6296 |
CUHK_Square |
5.8176 |
0.0337 |
0.0013 |
0.9656 |
29.3467 |
29.7978 |
pedestrians |
4.9996 |
0.0050 |
0.0000 |
0.9896 |
31.4258 |
31.7184 |
NoisyNight |
6.3509 |
0.0268 |
0.0017 |
0.9127 |
29.2743 |
30.1559 |
peopleInShade |
10.7783 |
0.0588 |
0.0099 |
0.9743 |
26.3067 |
27.2835 |
DynamicBackground |
7.5747 |
0.0507 |
0.0006 |
0.9643 |
27.8552 |
28.5135 |
snowFall |
31.2511 |
0.7569 |
0.7248 |
0.8781 |
17.4076 |
18.5959 |
TwoLeaveShop1cor |
4.2124 |
0.0245 |
0.0149 |
0.9441 |
28.7512 |
29.3670 |
MIT |
4.4991 |
0.0220 |
0.0019 |
0.9776 |
30.0145 |
31.1645 |
TownCentre |
4.2329 |
0.0085 |
0.0005 |
0.9705 |
32.5894 |
32.6770 |