Provided are a method and apparatus for giving a blurring effect of various levels to a given image. In the blur image processing method, the apparatus obtains an original image and blur-related information for generating a blur image. The apparatus generates a diagonal image with regard to each pixel, based on the original image, and generates the blur image from the diagonal image by using the blur-related information.