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Orientation-selective digital filters based on 1D prototypes

机译:基于一维原型的方向选择性数字滤波器

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In this paper we propose a simple analytical design method for 2D digital filters with an orientation-selective frequency response. This method relies on a 1D IIR prototype filter, whose shape is identical with the cross-section of the oriented filter to be designed. We determine a 1D to 2D complex transformation which leads to a 2D oriented filter through simple substitution in each factor of the transfer function. The design method ensures the stability of the resulting 2D IIR filter, provided the prototype is also stable. We also present a simpler particular case, namely a zero-phase oriented filter, and a full design for given specifications is presented. Simulation results are finally given, to illustrate the detection of straight lines with a given orientation from an image, using the 2D oriented filter.
机译:在本文中,我们为具有方向选择频率响应的2D数字滤波器提出了一种简单的分析设计方法。此方法依赖于一维IIR原型滤波器,其形状与要设计的定向滤波器的横截面相同。我们确定了1D到2D的复杂转换,该转换通过在传递函数的每个因子中进行简单替换来生成2D方向的滤波器。如果原型也稳定,则设计方法可确保所得2D IIR滤波器的稳定性。我们还介绍了一个更简单的特殊情况,即零相定向滤波器,并给出了给定规格的完整设计。最后给出仿真结果,以说明使用2D方向的滤波器从图像中检测具有给定方向的直线的方法。

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