Wavelet transforms and edge detectors on digital images

被引:17
|
作者
Schmeelk, J [1 ]
机构
[1] Virginia Commonwealth Univ Qatar, Dept Math Sci, Doha, Qatar
关键词
wavelet transforms; image analysis; edge detectors;
D O I
10.1016/j.mcm.2004.12.002
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
The paper investigates the problem of locating edges on digital images. The process is completed through various mathematical transforms. The edges are found by implementing mathematical algorithms for convolutions that are adapted to locate the edges and highlights the technique on using wavelet transforms. We are especially addressing the problem of edge detection, because it has far reaching applications to all fields and especially within medicine. A patient can be diagnosed as having an aneurysm by studying an angiogram. An angiogram is the visual view of the blood vessels whereby the edges are highlighted through the implementation of edge detectors. This process can be completed through wavelet transforms and other convolution techniques. (c) 2005 Elsevier Ltd. All rights reserved.
引用
收藏
页码:1469 / 1478
页数:10
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