Skip to main content
. 2019 Jul 18;19(14):3160. doi: 10.3390/s19143160

Table 2.

Summary of depth information based methods.

YEAR SUMMARY DATASET
Yang et al. [98] 2012 Use of Depth Motion Maps (DMM), combining them with HOG descriptors. MSRAction3D [107]
Oreifej et al. [99] 2013 Use of histogram of oriented 4D surface normals (HON4D) descriptor. MSRAction3D [107]
MSRGesture3D [108]
3D Action Pairs [99]
Liu et al. [102] 2018 Use of a two-layer BoVW model, using motion-based and shape-based STIPs to distinguish the action. MSRAction3D [107]
UTKinect-Action [109]
MSRGesture3D [108]
MSRDailyActivity3D [100]
Satyamurthi et al. [104] 2018 Use of multi-directional projected depth motion maps (MPDMM). MSRAction3D [107]
MSRGesture3D [108]