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首页> 外文期刊>Geophysics: Journal of the Society of Exploration Geophysicists >Edge detection of potential-field sources using scale-space monogenic signal: Fundamental principles
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Edge detection of potential-field sources using scale-space monogenic signal: Fundamental principles

机译:使用尺度空间单基因信号对势场源进行边缘检测:基本原理

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We have developed a new phase-based filter to enhance the edges of geologic sources from potential-field data using the local phase in the Poisson scale-space monogenic signal. The Poisson scale-space representation of a potential-field data is equivalent to performing an upward continuation of the data. We created a band-pass filter by taking the differences between two Poisson scale-space representations of the data. The local phase was defined as the arctangent of the ratio of the magnitude of the x-and y-components of the first-order Riesz transform of the filtered data to these data. These components were computed in the wavenumber domain and then transformed back into the space domain by the inverse Fourier transform. In the wavenumber domain, we found that these components are the multiplication of the Fourier transform of the filtered data by a Fourier-domain kernel, which in turn is the multiplication of the first-order horizontal derivative filter by the first-order vertical integral filter. This operation is stable, making the local phase of the monogenic signal quite insensitive to noise. We proved that if the data were the vertical component f(z) of a conservative field F, the x- and y-components of the first-order Riesz transform of f(z) were the horizontal components fx and f(y) of F. Hence, the local amplitude of the monogenic signal of f(z) is the 3D analytic signal amplitude of the scalar potential of F and the local phase resembles the tilt angle (TILT). Tests on synthetic total-field anomalies and a real aeromagnetic anomaly over the Para-Maranhao Basin, Brazil, showed that the local phase in the scale-space monogenic signal had better performance than the TILT in delineating the geologic contacts that were not seen in the original data.
机译:我们已经开发了一种新的基于相位的滤波器,可以利用Poisson尺度空间单基因信号中的局部相位来增强势场数据中地质源的边缘。势场数据的泊松尺度空间表示等效于执行数据的向上延续。我们通过获取数据的两个Poisson比例空间表示形式之间的差异来创建带通滤波器。局部相位定义为滤波数据与这些数据的一阶Riesz变换的x和y分量的大小之比的反正切。这些分量在波数域中计算,然后通过傅立叶逆变换转换回空间域。在波数域中,我们发现这些分量是滤波数据的傅立叶变换与傅立叶域内核的乘积,而傅立叶域内核又是一阶水平导数滤波器与一阶垂直积分滤波器的乘积。该操作是稳定的,使得单基因信号的本地相位对噪声非常不敏感。我们证明如果数据是保守字段F的垂直分量f(z),则f(z)的一阶Riesz变换的x和y分量分别是f(z)的水平分量fx和f(y)因此,f(z)的单基因信号的局部幅度是F的标量势的3D分析信号幅度,局部相位类似于倾斜角(TILT)。在巴西巴拉马良浩盆地上进行的合成全场异常和实际航空磁异常的测试表明,尺度空间单基因信号中的局部相在描述地质接触中的表现优于TILT。原始数据。

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