| Contact name | Philipp Tiefenbacher & Martin Hofmann |
| Contact email | martin.hofmann@tum.de |
| Contact university/company | Technische Universität München |
| Method's name | PBAS |
| Reference | M. Hofmann, P.Tiefenbacher, G. Rigoll "Background Segmentation with Feedback: The Pixel-Based Adaptive Segmenter", in proc of IEEE Workshop on Change Detection, 2012 |
| Processing time | ~48 fps (average on the whole database) with a C++ implementation running in three threads on a core i7 3.5 GHz |
| Web page | http://www.mmk.ei.tum.de/~hom/pbas/ |
| Parameters |
N=35, #_min=2, R_inc/dec=0.05, R_lower=18, R_scale=5, T_dec=0.05, T_inc=1, T_lower=2, T_upper=200, alpha=10, medianFilter=9x9
|
You can download the change detection results of this method by clicking here.
| Video |
TP |
FP |
FN |
TN |
Nb Shadow Error |
| pedestrians |
667068 |
86974 |
3794 |
67482133 |
12538 |
| PETS2006 |
4612900 |
1119961 |
215290 |
365593343 |
0 |
| office |
8030150 |
377748 |
611944 |
116160938 |
0 |
| highway |
5232672 |
382789 |
225317 |
86271680 |
361514 |
| Video |
TP |
FP |
FN |
TN |
Nb Shadow Error |
| overpass |
1326047 |
42379 |
651845 |
145600382 |
12354 |
| canoe |
586860 |
813 |
456509 |
28418908 |
0 |
| fountain01 |
66947 |
176396 |
10556 |
93106659 |
0 |
| fountain02 |
242552 |
8769 |
24677 |
123953562 |
0 |
| fall |
17372666 |
4162404 |
965331 |
1012627503 |
376080 |
| boats |
343233 |
6726 |
1207618 |
245712893 |
325 |
| Video |
TP |
FP |
FN |
TN |
Nb Shadow Error |
| boulevard |
4492453 |
3626507 |
998269 |
107858192 |
0 |
| sidewalk |
126773 |
13907 |
136456 |
9818685 |
7748 |
| badminton |
3277064 |
320078 |
821243 |
115108264 |
0 |
| traffic |
2685808 |
1330033 |
474948 |
46283673 |
619707 |
| Video |
TP |
FP |
FN |
TN |
Nb Shadow Error |
| abandonedBox |
714131 |
607969 |
34673 |
14213460 |
13831 |
| winterDriveway |
524580 |
3537498 |
166790 |
88122731 |
82999 |
| sofa |
4566466 |
418858 |
2822214 |
161410040 |
0 |
| tramstop |
1316751 |
431745 |
129460 |
6181094 |
1216 |
| parking |
21592 |
1827 |
203799 |
2687363 |
0 |
| streetLight |
481817 |
16678 |
223128 |
13809319 |
0 |
| Video |
TP |
FP |
FN |
TN |
Nb Shadow Error |
| copyMachine |
61150866 |
10249960 |
7582799 |
913052582 |
0 |
| bungalows |
4883428 |
1656065 |
273360 |
79183653 |
1481632 |
| busStation |
2598275 |
486914 |
352934 |
76528588 |
346383 |
| peopleInShade |
4626350 |
842201 |
279006 |
81158459 |
827511 |
| backdoor |
1968295 |
505405 |
56302 |
99322382 |
0 |
| cubicle |
8794713 |
2216275 |
1580480 |
515686500 |
371229 |
| Video |
TP |
FP |
FN |
TN |
Nb Shadow Error |
| lakeSide |
1427139 |
54164 |
6545942 |
408104250 |
0 |
| park |
531593 |
113238 |
183544 |
34381902 |
0 |
| diningRoom |
16379009 |
2576679 |
3085288 |
204607588 |
0 |
| corridor |
11537656 |
1897671 |
802501 |
358089354 |
0 |
| library |
58419275 |
3036945 |
3541990 |
256443570 |
0 |