Corner detection is one of the fundamental topics in the field of image processing and pattern recognition, which have been used in object tracking, shape analysis, 3D reconstruction. Intensity-based methods, model-based methods and edge contour-based methods are studied on this paper, and its development history, current and feature challenge are reviewed in details, which offer constructive reference to the research of the image corner detection.