Abstract In realizing automatic driving, environment perception is an important task, and the research of lane detection algorithms occupies leading position in perception. After many years on by researchers, effective methods are now available. This article will analyze mainstream methods, including traditional learning-based methods. Later, through in-depth analysis these advantages disadvant...