| Contact name | Jean-Philippe Jodoin |
| Contact email | jean-philippe.jodoin@polymtl.ca |
| Contact university/company | École Polytechnique de Montréal |
| Method's name | Local-Self similarity |
| Reference | J-P Jodoin, G-A Bilodeau, N Saunier "Background subtraction based on Local Shape", arXiv:1204.6326v1 |
| Processing time | Not available |
| Parameters |
thresholdDescriptor = 2.5, thresholdColor = 30
|
You can download the change detection results of this method by clicking here.
| Video |
TP |
FP |
FN |
TN |
Nb Shadow Error |
| pedestrians |
650557 |
216616 |
20305 |
67352491 |
8278 |
| PETS2006 |
4597989 |
1574118 |
230201 |
365139186 |
0 |
| office |
8552271 |
4260755 |
89823 |
112277931 |
0 |
| highway |
5355956 |
849083 |
102033 |
85805386 |
360121 |
| Video |
TP |
FP |
FN |
TN |
Nb Shadow Error |
| overpass |
1951440 |
24633231 |
26452 |
121009530 |
11849 |
| canoe |
1031115 |
6525732 |
12254 |
21893989 |
0 |
| fountain01 |
53547 |
10293751 |
23956 |
82989304 |
0 |
| fountain02 |
204339 |
9680686 |
62890 |
114281645 |
0 |
| fall |
17832931 |
261244561 |
505066 |
755545346 |
306250 |
| boats |
1530788 |
132625730 |
20063 |
113093889 |
420 |
| Video |
TP |
FP |
FN |
TN |
Nb Shadow Error |
| boulevard |
5322666 |
18270763 |
168056 |
93213936 |
0 |
| sidewalk |
255387 |
4338800 |
7842 |
5493792 |
7364 |
| badminton |
4063069 |
60350679 |
35238 |
55077663 |
0 |
| traffic |
3079992 |
19462557 |
80764 |
28151149 |
662302 |
| Video |
TP |
FP |
FN |
TN |
Nb Shadow Error |
| abandonedBox |
733902 |
1356722 |
14902 |
13464707 |
12764 |
| winterDriveway |
611644 |
8553284 |
79726 |
83106945 |
239053 |
| sofa |
6292705 |
1841087 |
1095975 |
159987811 |
0 |
| tramstop |
1443622 |
4633662 |
2589 |
1979177 |
14114 |
| parking |
165024 |
452170 |
60367 |
2237020 |
0 |
| streetLight |
683311 |
20465 |
21634 |
13805532 |
0 |
| Video |
TP |
FP |
FN |
TN |
Nb Shadow Error |
| copyMachine |
63793691 |
46063794 |
4939974 |
877238748 |
0 |
| bungalows |
5096660 |
1853511 |
60128 |
78986207 |
1716022 |
| busStation |
2766385 |
1578374 |
184824 |
75437128 |
369360 |
| peopleInShade |
4857857 |
4706918 |
47499 |
77293742 |
850786 |
| backdoor |
1920030 |
8913654 |
104567 |
90914133 |
0 |
| cubicle |
9939310 |
49228615 |
435883 |
468674160 |
432896 |
| Video |
TP |
FP |
FN |
TN |
Nb Shadow Error |
| lakeSide |
6876478 |
16937022 |
1096603 |
391221392 |
0 |
| park |
556470 |
121689 |
158667 |
34373451 |
0 |
| diningRoom |
18269203 |
9498526 |
1195094 |
197685741 |
0 |
| corridor |
12208708 |
8119597 |
131449 |
351867428 |
0 |
| library |
58819727 |
10493860 |
3141538 |
248986655 |
0 |