| Contact name | Graciela Ramirez |
| Contact email | ramirez.graciela@gmail.com |
| Contact university/company | Instituto Tecnologico de Chihuahua |
| Method's name | AAPSA |
| Reference | G. Ramirez-Alonso y M. Chacon-Murguia, Auto-Adaptive Parallel SOM Architecture with a modular analysis for dynamic object segmentation in videos, Neurocomputing, vol. 175, p. 990–1000. DOI:10.1016/j.neucom.2015.04.118, 2016 |
| Processing time | ~20fps for 240x360 video with Matlab code running on Intel 2.4GHz |
| Web page | http://pvrlab.itchihuahua.edu.mx/ |
| Parameters |
ThSFo=300, ThLLR=0.12, ThHLR=0.26, ThDCh=26, ThStable=0.001,ThSceneCh=65
|
You can download the change detection results of this method by clicking here.
| Video |
TP |
FP |
FN |
TN |
Nb Shadow Error |
| pedestrians |
642979 |
21977 |
27883 |
67547130 |
12496 |
| PETS2006 |
4314602 |
794535 |
513588 |
365918769 |
0 |
| office |
8003578 |
204696 |
638516 |
116333990 |
0 |
| highway |
4687335 |
363939 |
770654 |
86290530 |
355865 |
| Video |
TP |
FP |
FN |
TN |
Nb Shadow Error |
| overpass |
1393621 |
27223 |
584271 |
145615538 |
12040 |
| canoe |
832324 |
2257 |
211045 |
28417464 |
0 |
| fountain01 |
39745 |
62700 |
37758 |
93220355 |
0 |
| fountain02 |
246432 |
863441 |
20797 |
123098890 |
0 |
| fall |
12544541 |
2431549 |
5793456 |
1014358358 |
239717 |
| boats |
974505 |
24294 |
576346 |
245695325 |
249 |
| Video |
TP |
FP |
FN |
TN |
Nb Shadow Error |
| boulevard |
2938299 |
965769 |
2552423 |
110518930 |
0 |
| sidewalk |
135612 |
38235 |
127617 |
9794357 |
8611 |
| badminton |
3516247 |
135706 |
582060 |
115292636 |
0 |
| traffic |
2359553 |
950632 |
801203 |
46663074 |
632787 |
| Video |
TP |
FP |
FN |
TN |
Nb Shadow Error |
| abandonedBox |
100432 |
44929 |
648372 |
14776500 |
5113 |
| winterDriveway |
427394 |
2301123 |
263976 |
89359106 |
71614 |
| sofa |
3996891 |
276014 |
3391789 |
161552884 |
0 |
| tramstop |
446763 |
11695 |
999448 |
6601144 |
49 |
| parking |
102878 |
92514 |
122513 |
2596676 |
0 |
| streetLight |
626490 |
523 |
78455 |
13825474 |
0 |
| Video |
TP |
FP |
FN |
TN |
Nb Shadow Error |
| copyMachine |
62520180 |
32218603 |
6213485 |
891083939 |
0 |
| bungalows |
4176891 |
1735808 |
979897 |
79103910 |
1728972 |
| busStation |
2422648 |
374268 |
528561 |
76641234 |
326643 |
| peopleInShade |
4711319 |
892929 |
194037 |
81107731 |
848252 |
| backdoor |
1717706 |
528761 |
306891 |
99299026 |
0 |
| cubicle |
8340140 |
4824546 |
2035053 |
513078229 |
342578 |
| Video |
TP |
FP |
FN |
TN |
Nb Shadow Error |
| lakeSide |
2112707 |
901920 |
5860374 |
407256494 |
0 |
| park |
265785 |
19059 |
449352 |
34476081 |
0 |
| diningRoom |
13844391 |
2192842 |
5619906 |
204991425 |
0 |
| corridor |
10126870 |
791591 |
2213287 |
359195434 |
0 |
| library |
57294043 |
1595361 |
4667222 |
257885154 |
0 |
| Video |
TP |
FP |
FN |
TN |
Nb Shadow Error |
| skating |
17774119 |
237594 |
5998699 |
574363323 |
3281 |
| wetSnow |
6753747 |
721813 |
7262119 |
918917701 |
0 |
| snowFall |
15616237 |
2584361 |
5105946 |
1944496327 |
919999 |
| blizzard |
17273767 |
840830 |
6988413 |
2079318506 |
0 |
| Video |
TP |
FP |
FN |
TN |
Nb Shadow Error |
| tunnelExit_0_35fps |
2802729 |
3699196 |
4199595 |
347766626 |
0 |
| port_0_17fps |
33732 |
2210029 |
23450 |
305890708 |
0 |
| turnpike_0_5fps |
1754452 |
79840 |
1096644 |
46111527 |
0 |
| tramCrossroad_1fps |
526639 |
80441 |
210944 |
24828948 |
0 |
| Video |
TP |
FP |
FN |
TN |
Nb Shadow Error |
| tramStation |
3988926 |
2096244 |
2267402 |
176033170 |
0 |
| busyBoulvard |
1027738 |
488533 |
4560953 |
59926738 |
0 |
| streetCornerAtNight |
1984203 |
2622764 |
1946524 |
624875472 |
0 |
| fluidHighway |
1144121 |
5129616 |
2794401 |
216314467 |
23919 |
| bridgeEntry |
612445 |
466076 |
1037501 |
80533679 |
0 |
| winterStreet |
3318262 |
3073535 |
5981051 |
122622569 |
0 |
| Video |
TP |
FP |
FN |
TN |
Nb Shadow Error |
| twoPositionPTZCam |
809756 |
722123 |
798768 |
135292020 |
124434 |
| zoomInZoomOut |
45024 |
5576118 |
44280 |
42606218 |
1632 |
| continuousPan |
1260353 |
8540142 |
823338 |
360986472 |
46432 |
| intermittentPan |
1757040 |
325401 |
2247468 |
422696640 |
0 |
| Video |
TP |
FP |
FN |
TN |
Nb Shadow Error |
| turbulence2 |
444965 |
89377 |
232410 |
811494373 |
0 |
| turbulence3 |
4260837 |
2760895 |
1580003 |
475855120 |
0 |
| turbulence0 |
1665567 |
17050817 |
354896 |
1362409955 |
0 |
| turbulence1 |
1855689 |
8058685 |
620216 |
955637173 |
0 |