Human Activities

A - Background Subtraction Datasets - Article (21 Datasets)

A.1 RGB Datasets (9 Datasets)

Wallflower Test Images Sequences (J. Krumm, Microsoft Research, USA) (7 videos, 1 GT image for each sequence)

Perception Test Images Sequences (L. Li, Institute for Infocomm Research, Singapore) (9 videos, 20 GT images for each sequence)

Carnegie Mellon Test Images Sequences (Y. Sheikh, Robotics Institute, Canergie Mellon University, USA) (1 video, GT images for the sequence)

Sztaki Surveillance Benchmark Set (C. Benedek, Department of Electronics Technology, Budapest University, Hungary)

Limu Dataset for Detection of Moving Objects (R. Taniguchi, Laboratory for Image and Media Understanding, Kuyshu University, Japan)

UCSD Background Subtraction Dataset (V. Mahadevan, Statistical Visual Computing Laboratory, University of California - San Diego, USA)

LASIESTA (C. Cuevas, UPM, Madrid, Spain)

Stuttgart Artificial Background Subtraction Dataset (B. Hoferlin, Intelligent Systems Group, Universitat Stuttgart, Germany) [Synthetic Videos]

Synthetic-HS (Peng Cheng Laboratory, China) [Synthetic Videos]

A.2 RGB-D datasets (5 Datasets)

RGB-D Object Detection Dataset (M. Camplani, Univ. of Madrid, Spain)

CITIC RGB-D Dataset (E. Fernandez-Sanchez , CITIC, Univ. of Granada, Spain)

Kinect Dataset for Foreground Segmentation (M. Pardas, Univ. of Catalunya, Spain)

RGB-D Rigid Multi-Body Dataset (J. Stückler, Univ. of Bonn, Germany)

GSM Dataset (Moya-Alcover, Univ. de les Illes Balears, Spain)

A-4 Infrared Datasets (3 Datasets)

Remote Scene IR Dataset (Guangle Yao, China)

CAMO-UOW Dataset (Shuai Li and Wanqing Li, University of Wollongong, Australia) (10 videos, GT images for each sequence)

Grayscale-Thermal Foreground Detection Dataset (Chenglong Li, Anhui University, China)

A-4 Miscellaneous Datasets (4 Datasets)

Illumination Conditions from Dawn until Dusk (Maryam Sultana, KNU, South Korea)

Airport Ground Video Surveillance dataset (AGVS) ()

E-TUVD (Sourav Dey Roy, Tripura University, India)

VISO Dataset (Qingyong Hu, , University of Oxford, UK) [Small and Dense Moving Objects]

B. Background Subtraction Datasets - Conference (7 Datasets)

B.1 RGB- Large Scale Datasets (5 Datasets)

BMC 2012 Background Models Challenge Dataset (A. Vacavant, Univ. Puy en Velay, France)

CDW 2012 Change Detection Dataset (N. Goyette, Univ. Sherbrooke, Canada)

CDW 2014 Change Detection Dataset (N. Goyette, Univ. Sherbrooke, Canada)

SBMI 2015 Dataset (L. Maddalena, National Research Council, Italy) [Background Initialization]

SBMnet 2016 Dataset (L. Maddalena, National Research Council, Italy) [Background Initialization]

B.2 RGB-D - Large Scale Datasets (1 Dataset)

SBM-RGBD 2017 Dataset (L. Maddalena, National Research Council, Italy)

B.3 Small Scale Datasets (2 Datasets)

VSSN 2006 Test Images Sequences (E. Hörster, Univ. of Augsburg, Germany)

OTCBVS 2006 Test Images Sequences (J. Davis, Ohio State University, USA) [Infrared]

C. Background Subtraction Datasets - Project (5 Datasets)

ATON - Test Images Sequences (Computer Vision and Robotics Research Laboratory, Univ. of California, USA)

MAR - Maritime Activity Recognition Dataset (Lab Ro.Co.Co, Univ. Sapienza, Italy)

Human Eva Dataset (Brown University, USA)

Video Coding Dataset (Institute of Digital Media, Peking University, China)

MuHAVi - Multicamera Human Action Video Dataset (S. Singh)