| Contact name | Kamal Sehairi |
| Contact email | k.sehairi@lagh-univ.dz |
| Contact university/company | University of Laghouat |
| Method's name | Simplified Self-Organized Background Subtraction |
| Reference | Kamal Sehairi, Fatima Chouireb, Jean Meunier, “Comparative study of motion detection methods for video surveillance systems,” J. Electron. Imaging 26(2), 023025 (2017), doi: 10.1117/1.JEI.26.2.023025 |
| Processing time | 0.06 fps for a 720x576 video with Matlab code running on a core I7 laptop |
| Parameters |
alpha1=0.02, alpha2=0.01
|
You can download the change detection results of this method by clicking here.
| Video |
TP |
FP |
FN |
TN |
Nb Shadow Error |
| pedestrians |
479164 |
6997 |
191698 |
67562110 |
865 |
| PETS2006 |
2463228 |
293312 |
2364962 |
366419992 |
0 |
| office |
1520345 |
997821 |
7121749 |
115540865 |
0 |
| highway |
3041937 |
396594 |
2416052 |
86257875 |
347723 |
| Video |
TP |
FP |
FN |
TN |
Nb Shadow Error |
| overpass |
857009 |
7681718 |
1120883 |
137961043 |
11910 |
| canoe |
719288 |
4419337 |
324081 |
24000384 |
0 |
| fountain01 |
51616 |
3622759 |
25887 |
89660296 |
0 |
| fountain02 |
160157 |
636999 |
107072 |
123325332 |
0 |
| fall |
9684860 |
58301175 |
8653137 |
958488732 |
173014 |
| boats |
347459 |
34282034 |
1203392 |
211437585 |
380 |
| Video |
TP |
FP |
FN |
TN |
Nb Shadow Error |
| boulevard |
2984236 |
6899668 |
2506486 |
104585031 |
0 |
| sidewalk |
125046 |
1119223 |
138183 |
8713369 |
8393 |
| badminton |
2504107 |
2512358 |
1594200 |
112915984 |
0 |
| traffic |
2192514 |
2544350 |
968242 |
45069356 |
638921 |
| Video |
TP |
FP |
FN |
TN |
Nb Shadow Error |
| abandonedBox |
158455 |
79725 |
590349 |
14741704 |
11666 |
| winterDriveway |
264688 |
506457 |
426682 |
91153772 |
22271 |
| sofa |
1518096 |
238120 |
5870584 |
161590778 |
0 |
| tramstop |
355948 |
36483 |
1090263 |
6576356 |
125 |
| parking |
36262 |
18056 |
189129 |
2671134 |
0 |
| streetLight |
63234 |
69884 |
641711 |
13756113 |
0 |
| Video |
TP |
FP |
FN |
TN |
Nb Shadow Error |
| copyMachine |
27094359 |
15703078 |
41639306 |
907599464 |
0 |
| bungalows |
2997037 |
1759541 |
2159751 |
79080177 |
1743082 |
| busStation |
1024806 |
203407 |
1926403 |
76812095 |
43854 |
| peopleInShade |
3133043 |
914458 |
1772313 |
81086202 |
475118 |
| backdoor |
1164871 |
82049 |
859726 |
99745738 |
0 |
| cubicle |
4930438 |
2047275 |
5444755 |
515855500 |
263321 |
| Video |
TP |
FP |
FN |
TN |
Nb Shadow Error |
| lakeSide |
1151195 |
365782 |
6821886 |
407792632 |
0 |
| park |
342437 |
21003 |
372700 |
34474137 |
0 |
| diningRoom |
4898226 |
2902833 |
14566071 |
204281434 |
0 |
| corridor |
5534642 |
3144086 |
6805515 |
356842939 |
0 |
| library |
11105305 |
5348862 |
50855960 |
254131653 |
0 |
| Video |
TP |
FP |
FN |
TN |
Nb Shadow Error |
| skating |
16757645 |
3073183 |
7015173 |
571527734 |
37 |
| wetSnow |
5728678 |
1160418 |
8287188 |
918479096 |
0 |
| snowFall |
11752698 |
1741942 |
8969485 |
1945338746 |
780506 |
| blizzard |
15656072 |
2694971 |
8606108 |
2077464365 |
0 |
| Video |
TP |
FP |
FN |
TN |
Nb Shadow Error |
| tunnelExit_0_35fps |
1813091 |
571505 |
5189233 |
350894317 |
0 |
| port_0_17fps |
36486 |
8046019 |
20696 |
300054718 |
0 |
| turnpike_0_5fps |
1734481 |
93272 |
1116615 |
46098095 |
0 |
| tramCrossroad_1fps |
457553 |
74263 |
280030 |
24835126 |
0 |
| Video |
TP |
FP |
FN |
TN |
Nb Shadow Error |
| tramStation |
3321758 |
1671359 |
2934570 |
176458055 |
0 |
| busyBoulvard |
877189 |
528988 |
4711502 |
59886283 |
0 |
| streetCornerAtNight |
2073473 |
2509111 |
1857254 |
624989125 |
0 |
| fluidHighway |
2028479 |
6388150 |
1910043 |
215055933 |
136898 |
| bridgeEntry |
743081 |
811850 |
906865 |
80187905 |
0 |
| winterStreet |
4647466 |
2742982 |
4651847 |
122953122 |
0 |
| Video |
TP |
FP |
FN |
TN |
Nb Shadow Error |
| twoPositionPTZCam |
844625 |
1743786 |
763899 |
134270357 |
162270 |
| zoomInZoomOut |
33036 |
4450451 |
56268 |
43731885 |
625 |
| continuousPan |
1226707 |
47164188 |
856984 |
322362426 |
47415 |
| intermittentPan |
1567173 |
30023427 |
2437335 |
392998614 |
0 |
| Video |
TP |
FP |
FN |
TN |
Nb Shadow Error |
| turbulence2 |
509415 |
4998540 |
167960 |
806585210 |
0 |
| turbulence3 |
3690982 |
10033338 |
2149858 |
468582677 |
0 |
| turbulence0 |
1619017 |
129002046 |
401446 |
1250458726 |
0 |
| turbulence1 |
1958007 |
95031242 |
517898 |
868664616 |
0 |