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反射地震记录的多尺度边缘检测
Multiscale boundary detection of reflection seismogram
【摘要】 多尺度边缘检测等价于寻找图像的小波变换模局部极值。在尺度空间,图像的小波变换模局部极值能在刻画图像不规则结构的局部特征的同时,给出它们的局部奇性点的分布。本文借助这种思路,利用小波变换模的局部极值,检测了二维反射地震记录同相轴位置和断点特征位置,即通过沿小波变换模的尺度伸展方向,估计出局部Lipschitz指数和光滑因子,并自动追踪同相轴和识别断点。
【Abstract】 Multiscale boundary detection is equivalent to searching out the local ex-tremum of wavelet transform modulo of image. In scale space,the local extremum ofwavelet transform modulo of image not only describes the local characteristics of ir-regular structure of image but also displays distribution of local singular points. Us-ing above theory,one may take local extremum of wavelet transform modulo to de-tect both event location and characteristic fault point location of 2-D reflection seis-mogram. In other words,one can estimate local Lipschitz exponent and smoothingfactor,automatically trace seismic events and determine fault points along the scalestretch direction of wavelet transform modulo.
【Key words】 wavelet transform; scale space; singular point; boundary detection; gradient vector; modulo;
- 【文献出处】 石油地球物理勘探 ,OIL GEOPHYSICAL PROSPECTING , 编辑部邮箱 ,1998年01期
- 【分类号】P631.4
- 【被引频次】9
- 【下载频次】112