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Color Image Filtering in Bessel-Fourier Moments Domain

机译:Bessel-Fourier矩域中的彩色图像滤波

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In this research, we have conducted a study on color image filtering in Bessel-Fourier moments domain. Bessel-Fourier moments of the two testing color images are computed independently from the three color channels (RGB), then lowpass and highpass filters are applied to the data in Bessel-Fourier moments domain for our investigation. For comparison, filters are applied in Fourier Frequency domain as well. The experimental results suggest that Bessel-Fourier moments of the lower orders contain mainly information of smooth varying components of images, while those of the higher orders are more related to details such as sharp transitions in intensity. It is also found that the Gaussian filters would reduce the ringing effect in Bessel-Fourier moments domain as they do in the Fourier Frequency domain.
机译:在这项研究中,我们对Bessel-Fourier矩域中的彩色图像滤波进行了研究。独立于三个颜色通道(RGB)计算两个测试彩色图像的Bessel-Fourier矩,然后将低通和高通滤波器应用于Bessel-Fourier矩域中的数据以进行研究。为了进行比较,在傅立叶频域中也应用了滤波器。实验结果表明,低阶的Bessel-Fourier矩主要包含图像的平滑变化分量的信息,而高阶的Bessel-Fourier矩则与诸如强度的急剧转变之类的细节更相关。还发现,高斯滤波器会像在傅立叶频率域中那样降低贝塞尔-傅立叶矩域中的振铃效应。

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