| Contact name | Massimo De Gregorio |
| Contact email | massimo.degregorio@cnr.it |
| Contact university/company | Istituto di Cibernetica "Eduardo Caianiello" - CNR |
| Method's name | CwisarD |
| Reference | M. De Gregorio and M. Giordano "A WiSARD-based approach to CDnet" 1st BRICS Countries Congress (BRICS-CCI) - 2013 |
| Processing time | ~19 fps for a 320x240 video and ~4 fps for a 720x480 video with OpenMP/C code running on a 3.4 Ghz Intel Core i7 (quadcore) |
| Parameters |
RAM address = 16 bits, RGB channel resolution = 192, Threshold = 86%
|
You can download the change detection results of this method by clicking here.
| Video |
TP |
FP |
FN |
TN |
Nb Shadow Error |
| pedestrians |
649206 |
31244 |
21656 |
67537863 |
12509 |
| PETS2006 |
3968738 |
649263 |
859452 |
366064041 |
0 |
| office |
7560711 |
404609 |
1081383 |
116134077 |
0 |
| highway |
5082040 |
527989 |
375949 |
86126480 |
361718 |
| Video |
TP |
FP |
FN |
TN |
Nb Shadow Error |
| overpass |
1637851 |
38465 |
340041 |
145604296 |
12381 |
| canoe |
966266 |
51000 |
77103 |
28368721 |
0 |
| fountain01 |
57477 |
93712 |
20026 |
93189343 |
0 |
| fountain02 |
245234 |
14948 |
21995 |
123947383 |
0 |
| fall |
15449810 |
7517999 |
2888187 |
1009271908 |
353456 |
| boats |
1174031 |
81608 |
376820 |
245638011 |
359 |
| Video |
TP |
FP |
FN |
TN |
Nb Shadow Error |
| boulevard |
3308769 |
633124 |
2181953 |
110851575 |
0 |
| sidewalk |
205889 |
52769 |
57340 |
9779823 |
9245 |
| badminton |
3350406 |
710257 |
747901 |
114718085 |
0 |
| traffic |
2705028 |
781694 |
455728 |
46832012 |
654996 |
| Video |
TP |
FP |
FN |
TN |
Nb Shadow Error |
| abandonedBox |
685258 |
1021111 |
63546 |
13800318 |
13389 |
| winterDriveway |
410221 |
5249157 |
281149 |
86411072 |
44654 |
| sofa |
6142219 |
703529 |
1246461 |
161125369 |
0 |
| tramstop |
1179370 |
2374471 |
266841 |
4238368 |
14045 |
| parking |
139447 |
289912 |
85944 |
2399278 |
0 |
| streetLight |
658628 |
13492 |
46317 |
13812505 |
0 |
| Video |
TP |
FP |
FN |
TN |
Nb Shadow Error |
| copyMachine |
60189158 |
8128377 |
8544507 |
915174165 |
0 |
| bungalows |
5040813 |
2009430 |
115975 |
78830288 |
1752955 |
| busStation |
2561974 |
591049 |
389235 |
76424453 |
365117 |
| peopleInShade |
4756480 |
934267 |
148876 |
81066393 |
872353 |
| backdoor |
1747146 |
141072 |
277451 |
99686715 |
0 |
| cubicle |
7983730 |
4046416 |
2391463 |
513856359 |
188240 |
| Video |
TP |
FP |
FN |
TN |
Nb Shadow Error |
| lakeSide |
2765345 |
2114439 |
5207736 |
406043975 |
0 |
| park |
503009 |
115103 |
212128 |
34380037 |
0 |
| diningRoom |
15754873 |
3275851 |
3709424 |
203908416 |
0 |
| corridor |
10888182 |
2037109 |
1451975 |
357949916 |
0 |
| library |
58019235 |
2884812 |
3942030 |
256595703 |
0 |