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Pitfalls in using Dual Tree Complex Wavelet Transform for texture featuring: A discussion

机译:使用对偶树复数小波变换进行纹理特征处理的陷阱:讨论

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Dual Tree Complex Wavelet Transforms (DTCWT) have arisen a lot of interest in the last decade. With the possibility of computing characteristics which are rotation invariable and respond well to oscillations around singularities, shift variance, aliasing and the lack of directionality, DTCWT is an interesting tool to be analyzed and employed in a lot of stages of image processing, (among them being texture featuring). Characteristics that are well observable with the human eye, have to be scaled and transformed, in order to be compared and measured under the similarity aspects. A discussion and technical remarks on these aspects are presented, to well understand them, avoiding strange pitfalls.
机译:在过去的十年中,双树复数小波变换(DTCWT)引起了人们的极大兴趣。 DTCWT具有计算旋转不变的特性并很好地响应奇异性,移位方差,混叠和缺乏方向性的特性的可能性,因此DTCWT是一个有趣的工具,可以在许多图像处理阶段进行分析和使用(其中包括具有纹理特征)。为了在相似性方面进行比较和测量,必须缩放和变换人眼可以很好观察到的特征。提出了关于这些方面的讨论和技术说明,以充分理解它们,避免出现奇怪的陷阱。

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