| Contact name | Yingying Chen |
| Contact email | yingying.chen@nlpr.ia.ac.cn |
| Contact university/company | National Laboratory of Pattern Recognition, Institute of Automation, Chinese Academy of Sciences |
| Method's name | SharedModel |
| Reference | Yingying Chen; Jinqiao Wang; Hanqing Lu, "Learning sharable models for robust background subtraction," in Multimedia and Expo (ICME), 2015 IEEE International Conference on, pp.1-6, 2015 |
| Processing time | ~35fps for a 320x240 video with C++ code running on a core i7 laptop |
| Parameters |
(see paper)
|
You can download the change detection results of this method by clicking here.
| Video |
TP |
FP |
FN |
TN |
Nb Shadow Error |
| pedestrians |
635842 |
22223 |
35020 |
67546884 |
11926 |
| PETS2006 |
4602746 |
377751 |
225444 |
366335553 |
0 |
| office |
8307592 |
194702 |
334502 |
116343984 |
0 |
| highway |
5214665 |
372571 |
243324 |
86281898 |
353965 |
| Video |
TP |
FP |
FN |
TN |
Nb Shadow Error |
| overpass |
1421995 |
51681 |
555897 |
145591080 |
11995 |
| canoe |
827359 |
12599 |
216010 |
28407122 |
0 |
| fountain01 |
60901 |
17746 |
16602 |
93265309 |
0 |
| fountain02 |
241977 |
7826 |
25252 |
123954505 |
0 |
| fall |
16287067 |
1819318 |
2050930 |
1014970589 |
307554 |
| boats |
723749 |
57465 |
827102 |
245662154 |
388 |
| Video |
TP |
FP |
FN |
TN |
Nb Shadow Error |
| boulevard |
3936298 |
879950 |
1554424 |
110604749 |
0 |
| sidewalk |
193900 |
28582 |
69329 |
9804010 |
7491 |
| badminton |
3656914 |
381832 |
441393 |
115046510 |
0 |
| traffic |
2649664 |
852126 |
511092 |
46761580 |
655083 |
| Video |
TP |
FP |
FN |
TN |
Nb Shadow Error |
| abandonedBox |
642799 |
261277 |
106005 |
14560152 |
13421 |
| winterDriveway |
486299 |
4324128 |
205071 |
87336101 |
51827 |
| sofa |
5740169 |
761894 |
1648511 |
161067004 |
0 |
| tramstop |
496529 |
45662 |
949682 |
6567177 |
74 |
| parking |
146693 |
7480 |
78698 |
2681710 |
0 |
| streetLight |
688255 |
7020 |
16690 |
13818977 |
0 |
| Video |
TP |
FP |
FN |
TN |
Nb Shadow Error |
| copyMachine |
63094524 |
7316222 |
5639141 |
915986320 |
0 |
| bungalows |
5019383 |
1776043 |
137405 |
79063675 |
1672020 |
| busStation |
2707419 |
562114 |
243790 |
76453388 |
284237 |
| peopleInShade |
4798638 |
977793 |
106718 |
81022867 |
853765 |
| backdoor |
1872857 |
51348 |
151740 |
99776439 |
0 |
| cubicle |
9907009 |
2381403 |
468184 |
515521372 |
421583 |
| Video |
TP |
FP |
FN |
TN |
Nb Shadow Error |
| lakeSide |
5715643 |
1491614 |
2257438 |
406666800 |
0 |
| park |
580015 |
255719 |
135122 |
34239421 |
0 |
| diningRoom |
17449089 |
3251187 |
2015208 |
203933080 |
0 |
| corridor |
11273081 |
1667733 |
1067076 |
358319292 |
0 |
| library |
60177163 |
11905492 |
1784102 |
247575023 |
0 |
| Video |
TP |
FP |
FN |
TN |
Nb Shadow Error |
| skating |
20270890 |
300612 |
3501928 |
574300305 |
4822 |
| wetSnow |
10914807 |
4936621 |
3101059 |
914702893 |
0 |
| snowFall |
18639597 |
2445662 |
2082586 |
1944635026 |
923690 |
| blizzard |
20409419 |
3068854 |
3852761 |
2077090482 |
0 |
| Video |
TP |
FP |
FN |
TN |
Nb Shadow Error |
| tunnelExit_0_35fps |
6568952 |
3984027 |
433372 |
347481795 |
0 |
| port_0_17fps |
40595 |
115491 |
16587 |
307985246 |
0 |
| turnpike_0_5fps |
2444449 |
85492 |
406647 |
46105875 |
0 |
| tramCrossroad_1fps |
639310 |
81566 |
98273 |
24827823 |
0 |
| Video |
TP |
FP |
FN |
TN |
Nb Shadow Error |
| tramStation |
5687174 |
2277819 |
569154 |
175851595 |
0 |
| busyBoulvard |
2238560 |
743010 |
3350131 |
59672261 |
0 |
| streetCornerAtNight |
2754547 |
1832631 |
1176180 |
625665605 |
0 |
| fluidHighway |
2191503 |
4867658 |
1747019 |
216576425 |
132840 |
| bridgeEntry |
615618 |
1483177 |
1034328 |
79516578 |
0 |
| winterStreet |
6111165 |
6601772 |
3188148 |
119094332 |
0 |
| Video |
TP |
FP |
FN |
TN |
Nb Shadow Error |
| twoPositionPTZCam |
1410683 |
392349 |
197841 |
135621794 |
172679 |
| zoomInZoomOut |
77196 |
1546397 |
12108 |
46635939 |
1970 |
| continuousPan |
1419851 |
12018789 |
663840 |
357507825 |
45527 |
| intermittentPan |
3063085 |
6728440 |
941423 |
416293601 |
0 |
| Video |
TP |
FP |
FN |
TN |
Nb Shadow Error |
| turbulence2 |
579983 |
10278 |
97392 |
811573472 |
0 |
| turbulence3 |
4651637 |
295405 |
1189203 |
478320610 |
0 |
| turbulence0 |
1725045 |
4233811 |
295418 |
1375226961 |
0 |
| turbulence1 |
1622048 |
370959 |
853857 |
963324899 |
0 |