\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.