- Volume 19 Issue 8
DOI QR Code
A Study on Edge Detection Algorithm using Mask Shifting Deviation
마스크 이동 편차를 이용한 에지 검출 알고리즘에 관한 연구
- Received : 2015.05.07
- Accepted : 2015.06.15
- Published : 2015.08.31
Edge detection is one of image processing techniques applied for a variety of purposes in a number of areas and it is used as a necessary pretreatment process in most applications. In the conventional edge detection methods, there are Sobel, Prewitt, Roberts and LoG, etc using a fixed weights mask. Since conventional edge detection methods apply the images to the fixed weights mask, the edge detection characteristics appear somewhat insufficient. Therefore in this study, an algorithm for detecting the edge is proposed by applying the cross mask based on the center pixel and up, down, left and right mask based on the surrounding pixels of center pixel in order to solve these problems. And in order to assess the performance of proposed algorithm, it was compared with a conventional Sobel, Roberts, Prewitt and LoG edge detection methods.
Edge Detection;Mask;Shifting Difference;Algorithm
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