The principle and evaluation method of directional selection of complex wavelet transform

T. Kato, Zhong Zhang, H. Toda, T. Imamura, T. Miyake
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Abstract

Previously, Discrete wavelet Transform(DWT) is well known for useful image processing method. Complex Discrete Wavelet Transform(CDWT) is one of the DWT and has the function called directional selection. This is the expected to be applied into shape and texture analysis. But the principle of directional selection is still not clear. In this paper, we consider the principle of directional selection. After that, we propose the evaluation method for directional selection based on the principle. Finally, we confirm the validity of evaluation method.
复小波变换的方向选择原理及评价方法
离散小波变换(DWT)是一种非常有用的图像处理方法。复离散小波变换(CDWT)是小波变换的一种,具有方向选择功能。这是有望应用到形状和纹理分析。但定向选择的原理尚不明确。在本文中,我们考虑了方向选择原理。在此基础上,提出了基于原理的定向选择评价方法。最后,验证了评价方法的有效性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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