A new image edge detection algorithm based on fuzzy theory is presented.Firstly the threshold is calculated by the Otsu Algorithm,then the image's fuzzy matrix is enhanced through the new defined membership function,and lastly the image's edges are detected by Canny operator.The experimental results indicate that ghe algorithm reaches a satisfied result both in speed and in accuracy.