Contact nameHasan Sajid
Contact emailhasan.sajid@uky.edu
Contact university/companyUniversity of Kentucky, USA
Method's nameMultimode Background Subtraction(MBS)
ReferenceHasan Sajid and Sen-Ching Samson Cheung, "Universal Multimode Background Subtraction ," Submitted to IEEE Transactions on Image Processing, 2015.
Processing time~ 8 to 9 fps for a 320x240 video with MATLAB code running on a core i5 PC
Parameters See upcoming paper for Details

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

Video TP FP FN TN Nb Shadow Error
pedestrians 633372 19959 37490 67549148 12512
PETS2006 3971891 385344 856299 366327960 0
office 8310155 149332 331939 116389354 0
highway 5102229 511628 355760 86142841 360264
Video TP FP FN TN Nb Shadow Error
overpass 1666811 63606 311081 145579155 12322
canoe 926424 12911 116945 28406810 0
fountain01 29226 4928 48277 93278127 0
fountain02 235643 8615 31586 123953716 0
fall 13607872 16074589 4730125 1000715318 242651
boats 1322510 52205 228341 245667414 397
Video TP FP FN TN Nb Shadow Error
boulevard 4794492 771921 696230 110712778 0
sidewalk 245441 37137 17788 9795455 9436
badminton 3677354 377031 420953 115051311 0
traffic 1977083 693121 1183673 46920585 379039
Video TP FP FN TN Nb Shadow Error
abandonedBox 541634 25554 207170 14795875 3998
winterDriveway 279336 515068 412034 91145161 14904
sofa 5803349 534932 1585331 161293966 0
tramstop 1397648 312676 48563 6300163 494
parking 129781 64499 95610 2624691 0
streetLight 701837 8125 3108 13817872 0
Video TP FP FN TN Nb Shadow Error
copyMachine 59049852 7784716 9683813 915517826 0
bungalows 3871011 1328830 1285777 79510888 852149
busStation 2677896 530542 273313 76484960 360817
peopleInShade 4484978 558467 420378 81442193 525814
backdoor 1817079 539092 207518 99288695 0
cubicle 4387967 871788 5987226 517030987 38742
Video TP FP FN TN Nb Shadow Error
lakeSide 4752238 1804573 3220843 406353841 0
park 503555 200020 211582 34295120 0
diningRoom 17770425 4425669 1693872 202758598 0
corridor 11415035 1039506 925122 358947519 0
library 58425734 1414540 3535531 258065975 0