| Contact name | Sahin Isik |
| Contact email | sahini@ogu.edu.tr |
| Contact university/company | Eskisehir Osmangazi University |
| Method's name | CVABS |
| Reference | Işık, Ş., Özkan, K., & Gerek, Ö. N. "CVABS: Moving object segmentation with common vector approach for videos", will be submitted. |
| Processing time | ~10 fps for a 240x320 with Matlab on a modest PC (Intel core i7-6700HQ with 2.60 GHz CPU and 8 GB memory) |
| Web page | https://github.com/isahhin/cvabs |
| Parameters |
Threshold = 35, Median = 5, R_scale = 0.1
|
You can download the change detection results of this method by clicking here.
| Video |
TP |
FP |
FN |
TN |
Nb Shadow Error |
| pedestrians |
646975 |
57408 |
23887 |
67511699 |
4867 |
| PETS2006 |
4444712 |
586820 |
383478 |
366126484 |
0 |
| office |
8085280 |
1148458 |
556814 |
115390228 |
0 |
| highway |
5207737 |
756606 |
250252 |
85897863 |
359775 |
| Video |
TP |
FP |
FN |
TN |
Nb Shadow Error |
| overpass |
1543587 |
64011 |
434305 |
145578750 |
10743 |
| canoe |
902393 |
112851 |
140976 |
28306870 |
0 |
| fountain01 |
61120 |
19802 |
16383 |
93263253 |
0 |
| fountain02 |
249981 |
13286 |
17248 |
123949045 |
0 |
| fall |
16074039 |
853832 |
2263958 |
1015936075 |
212588 |
| boats |
1340040 |
429318 |
210811 |
245290301 |
378 |
| Video |
TP |
FP |
FN |
TN |
Nb Shadow Error |
| boulevard |
4437632 |
188800 |
1053090 |
111295899 |
0 |
| sidewalk |
137756 |
59006 |
125473 |
9773586 |
4779 |
| badminton |
3296897 |
333377 |
801410 |
115094965 |
0 |
| traffic |
2645324 |
763356 |
515432 |
46850350 |
596684 |
| Video |
TP |
FP |
FN |
TN |
Nb Shadow Error |
| abandonedBox |
561773 |
536237 |
187031 |
14285192 |
13796 |
| winterDriveway |
334115 |
516363 |
357255 |
91143866 |
12969 |
| sofa |
6608699 |
1697730 |
779981 |
160131168 |
0 |
| tramstop |
530070 |
59375 |
916141 |
6553464 |
279 |
| parking |
181918 |
33326 |
43473 |
2655864 |
0 |
| streetLight |
608506 |
374589 |
96439 |
13451408 |
0 |
| Video |
TP |
FP |
FN |
TN |
Nb Shadow Error |
| copyMachine |
61384518 |
10665159 |
7349147 |
912637383 |
0 |
| bungalows |
4864190 |
2046035 |
292598 |
78793683 |
1751746 |
| busStation |
2526212 |
486642 |
424997 |
76528860 |
147228 |
| peopleInShade |
4762415 |
1167233 |
142941 |
80833427 |
811473 |
| backdoor |
1962392 |
103701 |
62205 |
99724086 |
0 |
| cubicle |
9437294 |
1416367 |
937899 |
516486408 |
336461 |
| Video |
TP |
FP |
FN |
TN |
Nb Shadow Error |
| lakeSide |
6278126 |
3256832 |
1694955 |
404901582 |
0 |
| diningRoom |
16252446 |
1865054 |
3211851 |
205319213 |
0 |
| park |
650789 |
156028 |
64348 |
34339112 |
0 |
| corridor |
11111829 |
955665 |
1228328 |
359031360 |
0 |
| library |
56999903 |
2873866 |
4961362 |
256606649 |
0 |
| Video |
TP |
FP |
FN |
TN |
Nb Shadow Error |
| skating |
20971898 |
3503328 |
2800920 |
571097589 |
3385 |
| wetSnow |
10969833 |
1589098 |
3046033 |
918050416 |
0 |
| snowFall |
18446994 |
4515314 |
2275189 |
1942565374 |
842605 |
| blizzard |
21384466 |
2496063 |
2877714 |
2077663273 |
0 |
| Video |
TP |
FP |
FN |
TN |
Nb Shadow Error |
| tunnelExit_0_35fps |
5230394 |
1536910 |
1771930 |
349928912 |
0 |
| port_0_17fps |
39109 |
51732 |
18073 |
308049005 |
0 |
| tramCrossroad_1fps |
677406 |
64930 |
60177 |
24844459 |
0 |
| turnpike_0_5fps |
2638327 |
132262 |
212769 |
46059105 |
0 |
| Video |
TP |
FP |
FN |
TN |
Nb Shadow Error |
| tramStation |
4926677 |
2305491 |
1329651 |
175823923 |
0 |
| busyBoulvard |
2508684 |
1200862 |
3080007 |
59214409 |
0 |
| streetCornerAtNight |
2827021 |
892068 |
1103706 |
626606168 |
0 |
| fluidHighway |
2351405 |
3419783 |
1587117 |
218024300 |
96535 |
| bridgeEntry |
1102752 |
462018 |
547194 |
80537737 |
0 |
| winterStreet |
6602323 |
3771221 |
2696990 |
121924883 |
0 |
| Video |
TP |
FP |
FN |
TN |
Nb Shadow Error |
| twoPositionPTZCam |
1286616 |
205955 |
321908 |
135808188 |
124599 |
| zoomInZoomOut |
24071 |
173354 |
65233 |
48008982 |
579 |
| continuousPan |
1235727 |
5639925 |
847964 |
363886689 |
43834 |
| intermittentPan |
2168386 |
983527 |
1836122 |
422038514 |
0 |
| Video |
TP |
FP |
FN |
TN |
Nb Shadow Error |
| turbulence2 |
458684 |
8391 |
218691 |
811575359 |
0 |
| turbulence3 |
4175221 |
682744 |
1665619 |
477933271 |
0 |
| turbulence0 |
1723690 |
65739 |
296773 |
1379395033 |
0 |
| turbulence1 |
1269113 |
638281 |
1206792 |
963057577 |
0 |