DocumentCode
514457
Title
Anisotropic diffusion for preserving boundary-edge
Author
Kim, Hye Suk ; Cho, Yeong Joo
Author_Institution
Dept. of Comput. Sci., Chonnam Nat. Univ., Gwangju, South Korea
Volume
2
fYear
2010
fDate
7-10 Feb. 2010
Firstpage
1693
Lastpage
1698
Abstract
In this paper, a new approach for anisotropic diffusion based on the direction of a boundary-edge is proposed to better preserve edges along with the removal of noises. Although the anisotropic diffusion is effective in removing noises in the image, it often destructs the structural information of the object in the image because of a sequence of inaccurate diffusions. In the proposed method, prewitt mask is performed for the directions of boundary-edge. As a result, when the magnitude of boundary-edge is large enough and the number of pixels whose values are similar in the 3 Ã 3 pixel structure are one figure among 5,6 and 7, the center pixel is considered as the boundary-edge with accurate edge direction. In the case of boundary-edge, the weight of diffusion is selected adaptively according to the directions of boundary-edge. The proposed diffusion is performed at 8-directions(north, south, east, west, north_left, north_right, south_left, south_right) for preservation of boundary-edge and remove of noise. Experiments results show that the proposed method can eliminate noise and can remain contour of boundary-edge in images with noises.
Keywords
edge detection; filtering theory; image denoising; anisotropic diffusion; boundary-edge preservation; edge direction; image noise removal; prewitt mask; Anisotropic magnetoresistance; Brightness; Filtering; Filters; Image enhancement; Kernel; Partial differential equations; Shape; Smoothing methods; anisotropic diffusion; boundary edge; prewitt mask;
fLanguage
English
Publisher
ieee
Conference_Titel
Advanced Communication Technology (ICACT), 2010 The 12th International Conference on
Conference_Location
Phoenix Park
ISSN
1738-9445
Print_ISBN
978-1-4244-5427-3
Type
conf
Filename
5440356
Link To Document