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\section{Review of Related Literature}  Human Activity recognition has been an important area of Computer vision research since the 1980s. The past decade has witnessed a rapid development of 3D data acquisition techniques for the said cases. techniques.  \cite{aggarwal2014human} Such techniques involve recent advances in 3d depth cameras and motion capture technologies.