With the information of text line and vertical stroke boundary of document images,we propose a morphology based hierarchical rectification method to recover the frontal-parallel view of perspectively distorted documents in single images.Firstly we extend the nearest-neighbor chain in document skew rectification to construct local adaptive structure elements,and group the connected components into text lines by the directional smoothing closing algorithm(DSCA).The fitted central lines are used to locate hori...