Contact nameSimone Bianco
Contact emailsimone.bianco@disco.unimib.it
Contact university/companyUniversity of Milano-Bicocca, Italy
Method's nameIUTIS-3
ReferenceS. Bianco, G. Ciocca, R. Schettini "How far can you get by combining change detection algorithms?". Submitted to IEEE Transactions on Image Processing, 2015. (arXiv:1505.02921)
Processing time~10 for a 320x240 video (estimated from individual submission times)
Parameters Automatic combination with Genetic Programming (see paper)

You can download the change detection results of this method by clicking here.

Video TP FP FN TN Nb Shadow Error
pedestrians 660609 35087 10253 67534020 12402
PETS2006 4660935 585945 167255 366127359 0
office 8313424 125022 328670 116413664 0
highway 5308598 374910 149391 86279559 361552
Video TP FP FN TN Nb Shadow Error
overpass 1739884 43411 238008 145599350 12378
canoe 934781 8275 108588 28411446 0
fountain01 67137 18122 10366 93264933 0
fountain02 253424 10778 13805 123951553 0
fall 17538333 2998112 799664 1013791795 375010
boats 1117219 27734 433632 245691885 348
Video TP FP FN TN Nb Shadow Error
boulevard 4049145 1065553 1441577 110419146 0
sidewalk 163702 13902 99527 9818690 8813
badminton 3839454 373305 258853 115055037 0
traffic 2759073 764540 401683 46849166 659408
Video TP FP FN TN Nb Shadow Error
abandonedBox 537404 85474 211400 14735955 13827
winterDriveway 513906 1274678 177464 90385551 64161
sofa 6179245 582850 1209435 161246048 0
tramstop 641370 8545 804841 6604294 89
parking 111317 20614 114074 2668576 0
streetLight 675149 4513 29796 13821484 0
Video TP FP FN TN Nb Shadow Error
copyMachine 62080152 6652628 6653513 916649914 0
bungalows 5062517 1858058 94271 78981660 1753021
busStation 2684182 521475 267027 76494027 356244
peopleInShade 4874914 928913 30442 81071747 876476
backdoor 1938131 30722 86466 99797065 0
cubicle 9768767 1663693 606426 516239082 329201
Video TP FP FN TN Nb Shadow Error
lakeSide 3628467 361642 4344614 407796772 0
park 485140 117749 229997 34377391 0
diningRoom 17273848 1095082 2190449 206089185 0
corridor 11694937 1918621 645220 358068404 0
library 58712844 3242270 3248421 256238245 0
Video TP FP FN TN Nb Shadow Error
skating 20359918 266185 3412900 574334732 6279
wetSnow 7079275 524096 6936591 919115418 0
snowFall 16209401 1659506 4512782 1945421182 912537
blizzard 20573651 6541714 3688529 2073617622 0
Video TP FP FN TN Nb Shadow Error
tunnelExit_0_35fps 5997413 1201763 1004911 350264059 0
port_0_17fps 38641 120278 18541 307980459 0
turnpike_0_5fps 2376149 149449 474947 46041918 0
tramCrossroad_1fps 678202 190171 59381 24719218 0
Video TP FP FN TN Nb Shadow Error
tramStation 4746096 1760845 1510232 176368569 0
busyBoulvard 1032644 388073 4556047 60027198 0
streetCornerAtNight 2832649 4135504 1098078 623362732 0
fluidHighway 2280279 5859388 1658243 215584695 142797
bridgeEntry 781456 1136876 868490 79862879 0
winterStreet 6340635 5675452 2958678 120020652 0
Video TP FP FN TN Nb Shadow Error
twoPositionPTZCam 1260241 423501 348283 135590642 181832
zoomInZoomOut 77406 1303448 11898 46878888 801
continuousPan 1042496 6017433 1041195 363509181 42783
intermittentPan 2030327 2613376 1974181 420408665 0
Video TP FP FN TN Nb Shadow Error
turbulence2 513851 16394 163524 811567356 0
turbulence3 3817258 135592 2023582 478480423 0
turbulence0 1653009 66470 367454 1379394302 0
turbulence1 1271811 301445 1204094 963394413 0