改进阈值算法的Canny边缘检测方法性能分析

Abdullah-Al-Nahid, Yinan Kong, Md. Nazmul Hasan
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引用次数: 11

摘要

图像的不同特征适用于不同的应用程序。在这些不同的特征中,人们对边缘进行了深入的分析和研究。在不同的边缘检测方法中,Canny的边缘检测方法是边缘检测领域的先驱。然而,在硬件上实现Canny边缘检测方法的所有步骤是非常复杂的。本文对两种阈值算法进行了改进。我们还分析了Canny的方法与不纳入迟滞链接步骤,我们试图研究Canny的方法结合两种改进的阈值算法的性能。
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Performance analysis of Canny's edge detection method for modified threshold algorithms
Different features of an image are relevant for different applications. Among the different features as edges which have been analyzed and investigated intensely. Of different edge detection methods, Canny's edge detection method is a pioneer in the edge detection field. However implementing all the steps of the Canny edge detection method in hardware is quite complex. In this paper we have modified two threshold Algorithms. We have also analysed Canny's method with and without incorporating the Hysteresis Linking step, and we have tried to investigate the performance of Canny's method incorporating two modified threshold algorithms.
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