Simple means Faster: Real-Time Human Motion Forecasting in Monocular First Person Videos on CPU

Junaid Ahmed Ansari,Brojeshwar Bhowmick,Junaid Ahmed Ansari,Brojeshwar Bhowmick

We present a simple, fast, and light-weight RNN based framework for forecasting future locations of humans in first person monocular videos. The primary motivation for this work was to design a network which could accurately predict future trajectories at a very high rate on a CPU. Typical applications of such a system would be a social robot or a visual assistance system "for all", as both cannot...