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边缘检测的分层松弛方法
引用本文:张汀汀,柳健.边缘检测的分层松弛方法[J].华中科技大学学报(自然科学版),1990(3).
作者姓名:张汀汀  柳健
作者单位:华中理工大学电子与信息工程系 (张汀汀),华中理工大学电子与信息工程系(柳健)
摘    要:本文基于图象的分层表示,提出了一种边缘检测的分层松弛方法。实验结果表明,本文方法计算简单,运算速度快,而且不受噪声影响,能有效地应用于细胞图象的边缘检测。

关 键 词:图象处理  边缘检测  特征提取  松弛方法  分层表示  锥体结构

Hierarchical Relaxation Method for Edge Detection
Zhang Tingting Liu Jian.Hierarchical Relaxation Method for Edge Detection[J].JOURNAL OF HUAZHONG UNIVERSITY OF SCIENCE AND TECHNOLOGY.NATURE SCIENCE,1990(3).
Authors:Zhang Tingting Liu Jian
Institution:Zhang Tingting Liu Jian
Abstract:A new hierarchical relaxation method for edge detection is proposed. It is shown that using multiresolution information of the image hierarchical representation, the weighted coefficient in the iteration process can be selected by taking into account the values at the high level of the pyramids as a measure of the local edge features in the images. Satisfactory detection can then be obtained at all points of the images, and the eonvergence rate of the relaxation is greatly improved. This method is also useful for obtaining the complete border of the objects in the images.
Keywords:Image processing  Edge detection  Feature extraction  Relaxation method  Hierarchical representation  Pyramids
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