\section{Conclusion\label{sec:conclusion}}

In this paper, we use the SRCNN to improve the resolution of thermal sensor, and
detect the pose of each frame.
The result shows that Super-resolution can slightly improve the accuracy of pose
detection. We develop a method to detect the turning over. It has about 
50\% recall rate and 83\% precision.