| Contact name | Fatih Porikli |
| Contact email | fatih@merl.com |
| Contact university/company | Mitsubishi Electric Research Laboratories |
| Method's name | Bayesian Background |
| Reference | F. Porikli and O. Tuzel. "Bayesian background modeling for foreground detection" in proc. of ACM Visual Surveillance and Sensor Network, 2005. |
| Processing time | Not available |
| Parameters |
sensitivity_threshold = 1.0, shadow_parameter = 0.1
|
You can download the change detection results of this method by clicking here.
| Video |
TP |
FP |
FN |
TN |
Nb Shadow Error |
| pedestrians |
441472 |
17045 |
229390 |
67552062 |
9969 |
| PETS2006 |
2979366 |
15993 |
1848824 |
366697311 |
0 |
| office |
7550577 |
248494 |
1091517 |
116290192 |
0 |
| highway |
4267516 |
358151 |
1190473 |
86296318 |
344976 |
| Video |
TP |
FP |
FN |
TN |
Nb Shadow Error |
| overpass |
1467333 |
74143 |
510559 |
145568618 |
2422 |
| canoe |
715639 |
3615 |
327730 |
28416106 |
0 |
| fountain01 |
45843 |
734827 |
31660 |
92548228 |
0 |
| fountain02 |
160045 |
12115 |
107184 |
123950216 |
0 |
| fall |
13260882 |
41849153 |
5077115 |
974940754 |
296907 |
| boats |
365721 |
14165 |
1185130 |
245705454 |
18 |
| Video |
TP |
FP |
FN |
TN |
Nb Shadow Error |
| boulevard |
3441684 |
797030 |
2049038 |
110687669 |
0 |
| sidewalk |
73422 |
147322 |
189807 |
9685270 |
1872 |
| badminton |
2647229 |
500910 |
1451078 |
114927432 |
0 |
| traffic |
1974613 |
904506 |
1186143 |
46709200 |
554172 |
| Video |
TP |
FP |
FN |
TN |
Nb Shadow Error |
| abandonedBox |
626139 |
773665 |
122665 |
14047764 |
12489 |
| winterDriveway |
334338 |
5668210 |
357032 |
85992019 |
66675 |
| sofa |
3006679 |
79480 |
4382001 |
161749418 |
0 |
| tramstop |
521175 |
1447398 |
925036 |
5165441 |
228 |
| parking |
82080 |
213774 |
143311 |
2475416 |
0 |
| streetLight |
307720 |
63681 |
397225 |
13762316 |
0 |
| Video |
TP |
FP |
FN |
TN |
Nb Shadow Error |
| copyMachine |
20785570 |
8290544 |
47948095 |
915011998 |
0 |
| bungalows |
3348350 |
1733692 |
1808438 |
79106026 |
1723632 |
| busStation |
1808639 |
75875 |
1142570 |
76939627 |
58047 |
| peopleInShade |
4383277 |
705010 |
522079 |
81295650 |
701522 |
| backdoor |
1420920 |
409156 |
603677 |
99418631 |
0 |
| cubicle |
7911240 |
3341266 |
2463953 |
514561509 |
21737 |
| Video |
TP |
FP |
FN |
TN |
Nb Shadow Error |
| lakeSide |
2991716 |
750441 |
4981365 |
407407973 |
0 |
| park |
289636 |
1887 |
425501 |
34493253 |
0 |
| diningRoom |
13951894 |
2785567 |
5512403 |
204398700 |
0 |
| corridor |
10764528 |
2254210 |
1575629 |
357732815 |
0 |
| library |
39872638 |
594714 |
22088627 |
258885801 |
0 |