| Contact name | Jean-Marc Odobez |
| Contact email | odobez@idiap.ch |
| Contact university/company | IDIAP Research Institute |
| Method's name | Multi-Layer Background Subtraction |
| Reference | Jian Yao and Jean-Marc Odobez, Multi-Layer Background Subtraction Based on Color and Texture. Visual Surveillance workshop (CVPR-VS), Minneapolis, June 2007. |
| Processing time | 3fps a 720x480 video with a single-threaded C++ code, in an Intel i7 3.20 GHz |
| Web page | http://www.idiap.ch/~odobez/human-detection/index.html |
| Parameters |
Attached document
|
You can download the change detection results of this method by clicking here.
| Video |
TP |
FP |
FN |
TN |
Nb Shadow Error |
| pedestrians |
607361 |
10633 |
63501 |
67558474 |
5845 |
| PETS2006 |
4393293 |
73128 |
434897 |
366640176 |
0 |
| office |
6537356 |
149045 |
2104738 |
116389641 |
0 |
| highway |
4425623 |
396828 |
1032366 |
86257641 |
360919 |
| Video |
TP |
FP |
FN |
TN |
Nb Shadow Error |
| overpass |
1707124 |
174708 |
270768 |
145468053 |
12380 |
| canoe |
888784 |
6375 |
154585 |
28413346 |
0 |
| fountain01 |
45552 |
1151085 |
31951 |
92131970 |
0 |
| fountain02 |
216436 |
83615 |
50793 |
123878716 |
0 |
| fall |
16415503 |
38608710 |
1922494 |
978181197 |
269092 |
| boats |
841280 |
71504 |
709571 |
245648115 |
364 |
| Video |
TP |
FP |
FN |
TN |
Nb Shadow Error |
| boulevard |
3650580 |
94687 |
1840142 |
111390012 |
0 |
| sidewalk |
161931 |
57341 |
101298 |
9775251 |
8602 |
| badminton |
2982642 |
895456 |
1115665 |
114532886 |
0 |
| traffic |
2381620 |
1121548 |
779136 |
46492158 |
656896 |
| Video |
TP |
FP |
FN |
TN |
Nb Shadow Error |
| abandonedBox |
388639 |
335149 |
360165 |
14486280 |
13818 |
| winterDriveway |
433778 |
4049991 |
257592 |
87610238 |
56704 |
| sofa |
3524669 |
50248 |
3864011 |
161778650 |
0 |
| tramstop |
470674 |
807046 |
975537 |
5805793 |
3221 |
| parking |
151895 |
89532 |
73496 |
2599658 |
0 |
| streetLight |
270959 |
688 |
433986 |
13825309 |
0 |
| Video |
TP |
FP |
FN |
TN |
Nb Shadow Error |
| copyMachine |
42145063 |
1773383 |
26588602 |
921529159 |
0 |
| bungalows |
4652794 |
1786336 |
503994 |
79053382 |
1753190 |
| busStation |
2501884 |
283359 |
449325 |
76732143 |
232708 |
| peopleInShade |
4794267 |
884239 |
111089 |
81116421 |
870492 |
| backdoor |
1787442 |
635754 |
237155 |
99192033 |
0 |
| cubicle |
9640417 |
4186133 |
734776 |
513716642 |
158706 |
| Video |
TP |
FP |
FN |
TN |
Nb Shadow Error |
| lakeSide |
1847777 |
69372 |
6125304 |
408089042 |
0 |
| park |
327675 |
13452 |
387462 |
34481688 |
0 |
| diningRoom |
14160504 |
956343 |
5303793 |
206227924 |
0 |
| corridor |
9853784 |
488738 |
2486373 |
359498287 |
0 |
| library |
19818519 |
171130 |
42142746 |
259309385 |
0 |