Considering the spatial relationship among edge pixels and the false edges suppression,an unsupervised threshold selection method for edge detection is proposed based on the image self-information,and its physical meaning is interpreted in detail.The spatial relationship edge pixels is evaluated by the connection indexes of edge maps whose maxima imply the transformation of edge pixels’ increasing mode;and the false edges are recognized according to the increment of edge segments.The results of ...