| Contact name | Massimo De Gregorio |
| Contact email | massimo.degregorio@cnr.it |
| Contact university/company | Istituto di Cibernetica "Eduardo Caianiello" - CNR |
| Method's name | CwisarDH |
| Reference | M. De Gregorio and M. Giordano "Change Detection with Weightless Neural Networks", in proc of IEEE Workshop on Change Detection, 2014 |
| Processing time | ~18 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) with Mac OS X 10.9.2 |
| 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 |
649493 |
30923 |
21369 |
67538184 |
12510 |
| PETS2006 |
3903242 |
549463 |
924948 |
366163841 |
0 |
| office |
7689895 |
124774 |
952199 |
116413912 |
0 |
| highway |
5034937 |
440862 |
423052 |
86213607 |
361596 |
| Video |
TP |
FP |
FN |
TN |
Nb Shadow Error |
| overpass |
1638779 |
39222 |
339113 |
145603539 |
12381 |
| canoe |
936801 |
17618 |
106568 |
28402103 |
0 |
| fountain01 |
49464 |
34778 |
28039 |
93248277 |
0 |
| fountain02 |
245415 |
15020 |
21814 |
123947311 |
0 |
| fall |
15459235 |
7539854 |
2878762 |
1009250053 |
353821 |
| boats |
1179309 |
76057 |
371542 |
245643562 |
358 |
| Video |
TP |
FP |
FN |
TN |
Nb Shadow Error |
| boulevard |
3311575 |
639156 |
2179147 |
110845543 |
0 |
| sidewalk |
187896 |
12843 |
75333 |
9819749 |
9033 |
| badminton |
3310979 |
600110 |
787328 |
114828232 |
0 |
| traffic |
2685945 |
733524 |
474811 |
46880182 |
654911 |
| Video |
TP |
FP |
FN |
TN |
Nb Shadow Error |
| abandonedBox |
223426 |
60394 |
525378 |
14761035 |
11647 |
| winterDriveway |
345607 |
1285656 |
345763 |
90374573 |
44556 |
| sofa |
6127853 |
726587 |
1260827 |
161102311 |
0 |
| tramstop |
235064 |
19316 |
1211147 |
6593523 |
263 |
| parking |
135617 |
72984 |
89774 |
2616206 |
0 |
| streetLight |
660928 |
11288 |
44017 |
13814709 |
0 |
| Video |
TP |
FP |
FN |
TN |
Nb Shadow Error |
| copyMachine |
59832105 |
7629033 |
8901560 |
915673509 |
0 |
| bungalows |
4964367 |
1913586 |
192421 |
78926132 |
1753195 |
| busStation |
2560548 |
583032 |
390661 |
76432470 |
363349 |
| peopleInShade |
4741706 |
907463 |
163650 |
81093197 |
869064 |
| backdoor |
1691958 |
31593 |
332639 |
99796194 |
0 |
| cubicle |
7974177 |
1503872 |
2401016 |
516398903 |
190694 |
| Video |
TP |
FP |
FN |
TN |
Nb Shadow Error |
| lakeSide |
3619822 |
795472 |
4353259 |
407362942 |
0 |
| park |
458913 |
82150 |
256224 |
34412990 |
0 |
| diningRoom |
14011428 |
1130866 |
5452869 |
206053401 |
0 |
| corridor |
10890707 |
2022149 |
1449450 |
357964876 |
0 |
| library |
57975893 |
2649693 |
3985372 |
256830822 |
0 |
| Video |
TP |
FP |
FN |
TN |
Nb Shadow Error |
| skating |
19837907 |
229455 |
3934911 |
574371462 |
5858 |
| wetSnow |
2681950 |
253168 |
11333916 |
919386346 |
0 |
| snowFall |
13122259 |
1343949 |
7599924 |
1945736739 |
864346 |
| blizzard |
20771673 |
9104794 |
3490507 |
2071054542 |
0 |
| Video |
TP |
FP |
FN |
TN |
Nb Shadow Error |
| tunnelExit_0_35fps |
4581612 |
1254280 |
2420712 |
350211542 |
0 |
| port_0_17fps |
23319 |
122617 |
33863 |
307978120 |
0 |
| turnpike_0_5fps |
2307405 |
288823 |
543691 |
45902544 |
0 |
| tramCrossroad_1fps |
607625 |
229250 |
129958 |
24680139 |
0 |
| Video |
TP |
FP |
FN |
TN |
Nb Shadow Error |
| tramStation |
2759438 |
1241936 |
3496890 |
176887478 |
0 |
| busyBoulvard |
514650 |
113793 |
5074041 |
60301478 |
0 |
| streetCornerAtNight |
2710340 |
5121914 |
1220387 |
622376322 |
0 |
| fluidHighway |
2105500 |
6256285 |
1833022 |
215187798 |
138461 |
| bridgeEntry |
228736 |
347564 |
1421210 |
80652191 |
0 |
| winterStreet |
5114136 |
4924769 |
4185177 |
120771335 |
0 |
| Video |
TP |
FP |
FN |
TN |
Nb Shadow Error |
| twoPositionPTZCam |
1114173 |
489218 |
494351 |
135524925 |
171270 |
| zoomInZoomOut |
36599 |
176250 |
52705 |
48006086 |
940 |
| continuousPan |
382360 |
693509 |
1701331 |
368833105 |
28327 |
| intermittentPan |
236623 |
97964 |
3767885 |
422924077 |
0 |
| Video |
TP |
FP |
FN |
TN |
Nb Shadow Error |
| turbulence2 |
431097 |
2265 |
246278 |
811581485 |
0 |
| turbulence3 |
3806279 |
241336 |
2034561 |
478374679 |
0 |
| turbulence0 |
1283783 |
88080 |
736680 |
1379372692 |
0 |
| turbulence1 |
1247226 |
519627 |
1228679 |
963176231 |
0 |