1、Wallflower Test Images Sequences (J. Krumm, Microsoft Research, USA) (7 videos, 1 Ground Truth image for each sequence)
http://research.microsoft.com/en-us/um/people/jckrumm/wallflower/testimages.htm
2、Perception Test Images Sequences (L. Li, Institute for Infocomm Research, Singapore) (9 videos, 20 GT images for each sequence)
http://perception.i2r.a-star.edu.sg/bk_model/bk_index.html
3、Carnegie Mellon Test Images Sequences (Y. Sheikh, Robotics Institute, Canergie Mellon University, USA) (1 video, GT images for the sequence)
http://www.cs.cmu.edu/~yaser/new_backgroundsubtraction.htm
4、Sztaki Surveillance Benchmark Set (C. Benedek, Department of Electronics Technology, Budapest University, Hungary)
http://web.eee.sztaki.hu/~bcsaba/FgShBenchmark.htm
5、Limu Dataset for Detection of Moving Objects (R. Taniguchi, Laboratory for Image and Media Understanding, Kuyshu University, Japan)
http://limu.ait.kyushu-u.ac.jp/dataset/en/
6、UCSD Background Subtraction Dataset (V. Mahadevan, Statistical Visual Computing Laboratory, University of California - San Diego, USA)
http://www.svcl.ucsd.edu/projects/background_subtraction/
7、Stuttgart Artificial Background Subtraction Dataset (B. Hoferlin, Intelligent Systems Group, Universitat Stuttgart, Germany)
http://www.vis.uni-stuttgart.de/en/research/information-visualisation-and-visual-analytics/visual-analytics-of-video-data/sabs.html
8、RGB-D Object Detection Dataset (M. Camplani, Univ. of Madrid, Spain)
http://eis.bristol.ac.uk/~mc13306/
9、CITIC RGB-D Dataset (E. Fernandez-Sanchez , CITIC, Univ. of Granada, Spain)
http://atcproyectos.ugr.es/mvision/
10、Kinect Dataset for Foreground Segmentation (M. Pardas, Univ. of Catalunya, Spain)
https://imatge.upc.edu/web/resources/kinect-database-foreground-segmentation
11、RGB-D Rigid Multi-Body Dataset (J. Stückler, Univ. of Bonn, Germany)
http://www.ais.uni-bonn.de/download/rigidmultibody/
1、BMC 2012 Background Models Challenge Dataset (A. Vacavant, Univ. Puy en Velay, France)
http://bmc.iut-auvergne.com/
2、CDW 2012 Change Detection Dataset (N. Goyette, Univ. Sherbrooke, Canada)
http://www.changedetection.net/
3、CDW 2014 Change Detection Dataset (N. Goyette, Univ. Sherbrooke, Canada)
http://www.changedetection.net/
4、SBMI 2015 Dataset (L. Maddalena, National Research Council, Italy)
http://sbmi2015.na.icar.cnr.it/
5、VSSN 2006 Test Images Sequences (E. Hörster, Univ. of Augsburg, Germany)
http://mmc36.informatik.uni-augsburg.de/VSSN06_OSAC/
6、OTCBVS 2006 Test Images Sequences (J. Davis, Ohio State University, USA)
http://www.vcipl.okstate.edu/otcbvs/bench/
1、Aqu@theque Dataset (Univ. La Rochelle, France)
https://sites.google.com/site/thierrybouwmans/recherche---aqu-theque-datahttps://sites.google.com/site/thierrybouwmans/recherche---aqu-theque-data
2、ATON - Test Images Sequences (Computer Vision and Robotics Research Laboratory, Univ. of California, USA)
http://cvrr.ucsd.edu/aton/shadow/index.html
3、Fish4knowledge Dataset (University of Catania, Italy)
http://f4k.dieei.unict.it/datasets/bkg_modeling/
4、MAR - Maritime Activity Recognition Dataset (Lab Ro.Co.Co, Univ. Sapienza, Italy)
http://labrococo.dis.uniroma1.it/MAR/
5、Human Eva Dataset (Brown University, USA)
http://vision.cs.brown.edu/humaneva/
6、Video Coding Dataset (Institute of Digital Media, Peking University, China)
http://mlg.idm.pku.edu.cn/resources/pku-svd-a.html
7、MuHAVi - Multicamera Human Action Video Dataset (S. Singh)
http://dipersec.king.ac.uk/MuHAVi-MAS/