| Contact name | Massimo De Gregorio |
| Contact email | massimo.degregorio@cnr.it |
| Contact university/company | Istituto di Scienze Applicate e Sistemi Intelligenti - CNR |
| Method's name | CwisarDRP |
| Reference | M. De Gregorio and M. Giordano, "WiSARDRP for change detection in video sequences", 25th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, 26-28 April 2017, Bruges, Belgium, pp. 453--458. |
| Processing time | 37 fps for a 320x240 video and 9.7 fps for a 720x576 video on a 2GHz Intel Core i7 processor with 16 GB RAM and in Mac OS X El Capitan |
| Parameters |
nt = 128, rho = 1, psi = 1, omega = 30, sigma = 50, bit = 16
|
You can download the change detection results of this method by clicking here.
| Video |
TP |
FP |
FN |
TN |
Nb Shadow Error |
| pedestrians |
645563 |
28402 |
25299 |
67540705 |
12523 |
| PETS2006 |
4081586 |
632196 |
746604 |
366081108 |
0 |
| office |
5680659 |
83995 |
2961435 |
116454691 |
0 |
| highway |
5278199 |
399182 |
179790 |
86255287 |
361663 |
| Video |
TP |
FP |
FN |
TN |
Nb Shadow Error |
| overpass |
1752781 |
84088 |
225111 |
145558673 |
12380 |
| canoe |
865606 |
3857 |
177763 |
28415864 |
0 |
| fountain01 |
55655 |
27481 |
21848 |
93255574 |
0 |
| fountain02 |
250435 |
27713 |
16794 |
123934618 |
0 |
| fall |
14340745 |
2483163 |
3997252 |
1014306744 |
307721 |
| boats |
1273833 |
204229 |
277018 |
245515390 |
393 |
| Video |
TP |
FP |
FN |
TN |
Nb Shadow Error |
| boulevard |
2694716 |
138433 |
2796006 |
111346266 |
0 |
| sidewalk |
181145 |
28176 |
82084 |
9804416 |
9420 |
| badminton |
3350190 |
243663 |
748117 |
115184679 |
0 |
| traffic |
2601732 |
931696 |
559024 |
46682010 |
651787 |
| Video |
TP |
FP |
FN |
TN |
Nb Shadow Error |
| abandonedBox |
276389 |
52287 |
472415 |
14769142 |
13737 |
| winterDriveway |
496862 |
333408 |
194508 |
91326821 |
91896 |
| sofa |
3053193 |
260290 |
4335487 |
161568608 |
0 |
| tramstop |
579506 |
35056 |
866705 |
6577783 |
309 |
| parking |
148830 |
30951 |
76561 |
2658239 |
0 |
| streetLight |
145455 |
813 |
559490 |
13825184 |
0 |
| Video |
TP |
FP |
FN |
TN |
Nb Shadow Error |
| copyMachine |
29259376 |
4070126 |
39474289 |
919232416 |
0 |
| bungalows |
5116016 |
1893815 |
40772 |
78945903 |
1753015 |
| busStation |
2264077 |
327077 |
687132 |
76688425 |
222798 |
| peopleInShade |
4585850 |
900069 |
319506 |
81100591 |
873620 |
| backdoor |
1931951 |
72847 |
92646 |
99754940 |
0 |
| cubicle |
9387331 |
1662662 |
987862 |
516240113 |
416778 |
| Video |
TP |
FP |
FN |
TN |
Nb Shadow Error |
| lakeSide |
6317967 |
1314011 |
1655114 |
406844403 |
0 |
| park |
464561 |
57287 |
250576 |
34437853 |
0 |
| diningRoom |
15358502 |
900792 |
4105795 |
206283475 |
0 |
| corridor |
9811351 |
559996 |
2528806 |
359427029 |
0 |
| library |
22481031 |
1200288 |
39480234 |
258280227 |
0 |
| Video |
TP |
FP |
FN |
TN |
Nb Shadow Error |
| skating |
20214534 |
343314 |
3558284 |
574257603 |
5612 |
| wetSnow |
8398603 |
1329911 |
5617263 |
918309603 |
0 |
| snowFall |
14885910 |
1503237 |
5836273 |
1945577451 |
906428 |
| blizzard |
20491704 |
7486758 |
3770476 |
2072672578 |
0 |
| Video |
TP |
FP |
FN |
TN |
Nb Shadow Error |
| tunnelExit_0_35fps |
3864190 |
471796 |
3138134 |
350994026 |
0 |
| port_0_17fps |
40135 |
200670 |
17047 |
307900067 |
0 |
| turnpike_0_5fps |
2596345 |
119833 |
254751 |
46071534 |
0 |
| tramCrossroad_1fps |
680729 |
165757 |
56854 |
24743632 |
0 |
| Video |
TP |
FP |
FN |
TN |
Nb Shadow Error |
| tramStation |
4859106 |
1961438 |
1397222 |
176167976 |
0 |
| busyBoulvard |
1352953 |
1484417 |
4235738 |
58930854 |
0 |
| streetCornerAtNight |
1498913 |
566070 |
2431814 |
626932166 |
0 |
| fluidHighway |
2605806 |
6615597 |
1332716 |
214828486 |
155523 |
| bridgeEntry |
828421 |
634015 |
821525 |
80365740 |
0 |
| winterStreet |
4428280 |
4362404 |
4871033 |
121333700 |
0 |
| Video |
TP |
FP |
FN |
TN |
Nb Shadow Error |
| twoPositionPTZCam |
1501659 |
1130716 |
106865 |
134883427 |
199750 |
| zoomInZoomOut |
60555 |
746954 |
28749 |
47435382 |
199 |
| continuousPan |
1315115 |
3067923 |
768576 |
366458691 |
43198 |
| intermittentPan |
3094543 |
6157787 |
909965 |
416864254 |
0 |
| Video |
TP |
FP |
FN |
TN |
Nb Shadow Error |
| turbulence2 |
455350 |
3558 |
222025 |
811580192 |
0 |
| turbulence3 |
4269289 |
222962 |
1571551 |
478393053 |
0 |
| turbulence0 |
1439461 |
30747 |
581002 |
1379430025 |
0 |
| turbulence1 |
923074 |
249028 |
1552831 |
963446830 |
0 |