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New method for quantifying the response of filters at corners

机译:量化拐角处滤波器响应的新方法

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Abstract: Although the edge response of nonlinear filters has been the topic of much research, the behavior of many filters at 2D structures such as sharp corners is not as well understood. We introduce a new technique that defines the response of a 2D filter at corners of any angle. The response measure may be expressed either as fractional preservation or as an attenuation in decibels. Plotting the response measure in polar form illustrates the corner response of a filter both intuitively and quantitatively. The corner response may be computed for a particular size and shape of filter window on a discrete lattice, or may be determined in continuous space for a filter with a specific window shape. The continuous space response measure gives the response of the filter to corners in general, and usually corresponds closely with that determined for the filter on a discrete lattice. The corner responses of several widely used filters (median, averaging, and morphological) are compared. !10
机译:摘要:尽管非线性滤波器的边缘响应已成为许多研究的主题,但对于二维结构(例如尖角)处的许多滤波器的行为却知之甚少。我们介绍了一种新技术,该技术定义了任意角度的2D滤波器的响应。响应度量可以表示为分数保留或以分贝为单位的衰减。以极坐标形式绘制响应度量可以直观和定量地说明滤波器的转角响应。角响应可以针对离散晶格上过滤器窗口的特定大小和形状进行计算,也可以针对具有特定窗口形状的过滤器在连续空间中确定。连续的空间响应度量通常会给出滤波器对角的响应,通常与在离散网格上为滤波器确定的响应非常接近。比较了几种广泛使用的滤波器的角响应(中值,均值和形态)。 !10

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