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. Author manuscript; available in PMC: 2021 Apr 1.
Published in final edited form as: Comput Biol Med. 2020 Mar 4;119:103687. doi: 10.1016/j.compbiomed.2020.103687

Table 2.

Datasets description.

Dataset Reference Year Sensor Modality Subjects Exercises Available
Taylor et al. [45] 2010 5 inertial sensors Inertial data 9 3 No
PAMAP2 [118] 2012 3 inertial sensors + heart rate monitor Inertial data; heart rate signal 9 18 Yes
SPHERE-Staircase2014 [119] 2014 Asus Xtion Depth video; skeleton data 12 18 Yes
HPTE [71] 2014 Kinect v1 Gray-level and depth video 5 8 Yes
dataELEMENT [72] 2014 Kinect v1 Skeleton data 10 5 Yes
Kinect 3D Active [121] 2015 Kinect v2 Depth and skeleton data 54 13 Yes
UI-PRMD [124] 2018 Kinect v2 + Vicon Skeleton data 10 10 Yes
KIMORE [125] 2019 Kinect v2 RGB and depth videos; skeleton data 78 5 Yes