| Contact name | Yunyang Li |
| Contact email | yunyang_li@qq.com |
| Contact university/company | Zhejiang University of Technology |
| Method's name | FgSegNet_v2_CO (Supervised learning) |
| Reference | F. Gao, Y. Li and S. Lu, "Extracting moving objects more accurately: a CDA contour optimizer," in IEEE Transactions on Circuits and Systems for Video Technology. doi: 10.1109/TCSVT.2021.3055539 |
| Processing time | 231FPS, which represent time of post-process algorithm without time of FgSegNet_v2, for 320*240px video(intermittentObjectMotion/parking) with C++ code running on cpu i5-8300H 2.30GHz. |
| Web page | https://github.com/walty19950301/CDA-contour-optimizer |
| Parameters |
R=20, Cp=1, Cmin=0, Cmax=36, D1=5, D2=11
|
You can download the change detection results of this method by clicking here.
| Video |
TP |
FP |
FN |
TN |
Nb Shadow Error |
| pedestrians |
668344 |
1463 |
2518 |
67567644 |
8 |
| PETS2006 |
4813871 |
7986 |
14319 |
366705318 |
0 |
| office |
8630919 |
18012 |
11175 |
116520674 |
0 |
| highway |
5451350 |
13476 |
6639 |
86640993 |
11857 |
| Video |
TP |
FP |
FN |
TN |
Nb Shadow Error |
| overpass |
1972047 |
2924 |
5845 |
145639837 |
100 |
| canoe |
1042654 |
228 |
715 |
28419493 |
0 |
| fountain01 |
77298 |
435 |
205 |
93282620 |
0 |
| fountain02 |
266640 |
1880 |
589 |
123960451 |
0 |
| fall |
18245171 |
39514 |
92826 |
1016750393 |
3630 |
| boats |
1549072 |
28915 |
1779 |
245690704 |
3 |
| Video |
TP |
FP |
FN |
TN |
Nb Shadow Error |
| boulevard |
5480922 |
5201 |
9800 |
111479498 |
0 |
| sidewalk |
263070 |
111 |
159 |
9832481 |
1 |
| badminton |
4067676 |
17826 |
30631 |
115410516 |
0 |
| traffic |
3143898 |
7910 |
16858 |
47605796 |
4679 |
| Video |
TP |
FP |
FN |
TN |
Nb Shadow Error |
| abandonedBox |
746227 |
4043 |
2577 |
14817386 |
86 |
| winterDriveway |
690055 |
5250 |
1315 |
91654979 |
13 |
| sofa |
7338964 |
20067 |
49716 |
161808831 |
0 |
| tramstop |
1439041 |
8505 |
7170 |
6604334 |
8 |
| parking |
224865 |
40 |
526 |
2689150 |
0 |
| streetLight |
704740 |
1076 |
205 |
13824921 |
0 |
| Video |
TP |
FP |
FN |
TN |
Nb Shadow Error |
| copyMachine |
68272395 |
166689 |
461270 |
923135853 |
0 |
| bungalows |
5145790 |
6210 |
10998 |
80833508 |
3765 |
| busStation |
2934905 |
11657 |
16304 |
77003845 |
1540 |
| peopleInShade |
4895221 |
27585 |
10135 |
81973075 |
25526 |
| backdoor |
2015492 |
19183 |
9105 |
99808604 |
0 |
| cubicle |
10327212 |
20173 |
47981 |
517882602 |
743 |
| Video |
TP |
FP |
FN |
TN |
Nb Shadow Error |
| lakeSide |
7850718 |
75905 |
122363 |
408082509 |
0 |
| diningRoom |
19274776 |
72304 |
189521 |
207111963 |
0 |
| park |
710781 |
4129 |
4356 |
34491011 |
0 |
| corridor |
12258183 |
19293 |
81974 |
359967732 |
0 |
| library |
61875857 |
144062 |
85408 |
259336453 |
0 |
| Video |
TP |
FP |
FN |
TN |
Nb Shadow Error |
| skating |
23657542 |
57664 |
115276 |
574543253 |
1291 |
| wetSnow |
13684282 |
127000 |
331584 |
919512514 |
0 |
| snowFall |
20494077 |
122885 |
228106 |
1946957803 |
37502 |
| blizzard |
23952501 |
151872 |
309679 |
2080007464 |
0 |
| Video |
TP |
FP |
FN |
TN |
Nb Shadow Error |
| tunnelExit_0_35fps |
6914609 |
38766 |
87715 |
351427056 |
0 |
| port_0_17fps |
55263 |
34767 |
1919 |
308065970 |
0 |
| tramCrossroad_1fps |
736340 |
677 |
1243 |
24908712 |
0 |
| turnpike_0_5fps |
2836732 |
6863 |
14364 |
46184504 |
0 |
| Video |
TP |
FP |
FN |
TN |
Nb Shadow Error |
| tramStation |
5982323 |
164365 |
274005 |
177965049 |
0 |
| busyBoulvard |
5499716 |
62243 |
88975 |
60353028 |
0 |
| streetCornerAtNight |
3704826 |
64696 |
225901 |
627433540 |
0 |
| fluidHighway |
3689079 |
79196 |
249443 |
221364887 |
7978 |
| bridgeEntry |
1623750 |
22579 |
26196 |
80977176 |
0 |
| winterStreet |
9172177 |
93304 |
127136 |
125602800 |
0 |
| Video |
TP |
FP |
FN |
TN |
Nb Shadow Error |
| twoPositionPTZCam |
1590579 |
11206 |
17945 |
136002937 |
5270 |
| zoomInZoomOut |
88778 |
536 |
526 |
48181800 |
120 |
| continuousPan |
2076106 |
123026 |
7585 |
369403588 |
187 |
| intermittentPan |
3958016 |
24409 |
46492 |
422997632 |
0 |
| Video |
TP |
FP |
FN |
TN |
Nb Shadow Error |
| turbulence2 |
670412 |
10115 |
6963 |
811573635 |
0 |
| turbulence3 |
5675673 |
158475 |
165167 |
478457540 |
0 |
| turbulence0 |
1975194 |
47217 |
45269 |
1379413555 |
0 |
| turbulence1 |
2356027 |
101530 |
119878 |
963594328 |
0 |