利用Gabor变换进行形状表征

R. M. Cesar, L. Costa
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引用次数: 5

摘要

本文介绍了一种利用Gabor变换(GT)从轮廓出发进行二维形状分析的新框架。形状边界用一个复杂信号表示,用GT对其进行分析,讨论了三种自动分析GT表示的方法。实验结果表明,该方法既可用于识别优势点,也可用于识别具有周期性模式(确定性模式和统计模式)的轮廓区域。给出并讨论了合成图像和真实图像的一些结果。
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Shape characterization by using the Gabor transform
This paper introduces a novel framework for 2D shape analysis from its outline by using the Gabor transform (GT). The shape's boundary is represented by a complex signal, which is analyzed by the GT. Three automatic methods for analyzing the GT representation are discussed. Experimental results have shown that the GT can be used in the identification of dominant points as well as contour regions presenting periodic patterns (both deterministic and statistic patterns). Some results for synthetic and real images are presented and discussed.
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