Microcalcifications segmentation using three edge detection techniques

Microcalcifications segmentation using three edge detection techniques

Edge detection has been widely used especially in medical image processing field. In this paper we are comparing Sobel, Prewitt and Laplacian of Gaussian (LoG) edge detection techniques in segmenting the boundary of microcalcifications. The edge detection must satisfy the breast phantom scoring crit...

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Bibliographic Details
Main Authors: Abdul Malek, A. (Author), Ahmad, N. (Author), Azirah Sayed Hassan, S.N (Author), Dhaniah Nasrir, N. (Author), Hashim, F.H (Author), Jumaat, A.K (Author), Mahmud, R. (Author), Yasiran, S.S (Author)
Format: Article
Language:English
Subjects:
Area under the curves
Calcification (biochemistry)
Edge detection
Edge Detection
Image processing
Image segmentation
Laplace transforms
Laplacian of Gaussian
Mammogram
Prewitt
Prewitt edge detection
Receiver operating characteristic curves
Segmentation
Segmentation process
Sobel
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