In this paper, a feature extraction method has been studied for visual inspection system of micro-platform. In this paper, an improved algorithm for Harris to improve the accuracy and detection speed based on introducing the principle Harris algorithm for the importance of the feature extraction for image matching, camera calibration, three-dimensional reconstruction and so on. Finally, a very good corner has been got by the algorithm research in MATLAB and experimental. And we proved the feasibility of this method.