计算机科学 ›› 2013, Vol. 40 ›› Issue (1): 277-281.

• 图形图像与模式识别 • 上一篇    下一篇

地质图中地质层的精确分割方法

云挺,徐昇,曹琳   

  1. (东南大学计算机科学与工程学院 南京210096);(南京林业大学信息科学技术学院 南京210037)
  • 出版日期:2018-11-16 发布日期:2018-11-16

Geological Layers Accurate Segmentation Method in Geological Map

  • Online:2018-11-16 Published:2018-11-16

摘要: 针对地质截面图内部的地层信息,提出了一种新颖的杭干扰性强的地层分割算法。该方法首先采用变差函 数和置信度计算地质图中区域的方向角度,接着面向方向一致连续的地质图子区域设计基于方向流场引导的蛇模型 分割方法;其次摒弃了基于梯度信息的图像方向结构求取方法,构造了融合Radon变换获取方向角度的Labor滤波 器,从而精确分割出不同地质层并修补了同一地质层内部的断裂处;最后通过在真实地质剖面图中进行的测试验证了 该方法的有效性,其能获取更优的分割结果,从而对石油勘探和地质环境的三维重建起到推动作用。

关键词: 纹理分割,方向流场,蛇模型,方向滤波器

Abstract: For the stratum information about geological sectional view, a novel anti-interference stratum segmentation algorithm was proposed. Firstly the method used the variation functions and the confidence degree to measure the re- gional orientation angles, then based on the direction flow fields snake model, segmentation method was designed for the sub-regions with inconsistent directions. Secondly the method based on the gradient information to calculate image structure and orientation was abandoned, but image direction obtained by radon transform was integrated into the Gabor filter, thereby different geologic layers were accuratly extracted and internal gaps in the same geological layer were re- paired. Finally experimental results verify the effectiveness of our proposed method which has a better texture segmen- tation results in the practical geological section map, and our method plays a role in promoting the oil exploration and geological environment three-dimensional reconstruction.

Key words: Texture segmentation,Direction flow field,Snake model,Direction filter

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