• DocumentCode
    535904
  • Title

    The Extraction of Fractional-order Curvature Attributes and Applications in the Structure Interpretation

  • Author

    Junhua, Zhang ; Wang Wei ; Mingyou, Tan ; ShiLing, Cui ; Haiyun, Chen

  • Author_Institution
    Coll. of Geo-Resources & Inf., China Univ. of Pet., Dongying, China
  • Volume
    2
  • fYear
    2010
  • fDate
    23-24 Oct. 2010
  • Firstpage
    123
  • Lastpage
    126
  • Abstract
    Curvature attribute interpretation is a new interpretation technology rising in the recent two years. Curvature attributes provide images of structure and stratigraphy that complement those seen by the well accepted coherence algorithms. The article expounds the definition of the curvature, the physical meaning and its shortages in structural interpretation from the most basic mathematical definition. On this basis, we describe 2D curvature of the surface, list and compare the definition, physical meaning and its main usages of surface-derived attributes. After interpolation and 2D median filtering of t0 contour data, we extract 8 attributes with fractional-order method including mean curvature, Gaussian curvature, maximum curvature, minimum curvature, most positive curvature, most negative curvature, dip curvature, and strike curvature. Finally, we apply most positive curvature to detect fault and fracture and achieve better results.
  • Keywords
    computational geometry; curve fitting; geophysical image processing; interpolation; median filters; stratigraphy; topography (Earth); 2D curvature; 2D median filtering; Gaussian curvature; coherence algorithms; contour data; dip curvature; fractional order curvature attribute extraction; mean curvature; most negative curvature; most positive curvature; strike curvature; structure interpretation; surface derived attribute; Data mining; Feature extraction; Fourier transforms; Shape; Surface cracks; Surface morphology; Three dimensional displays; 2D median filter; fault; fractional-order interpretation; most positive curvature; t0 contour map;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Artificial Intelligence and Computational Intelligence (AICI), 2010 International Conference on
  • Conference_Location
    Sanya
  • Print_ISBN
    978-1-4244-8432-4
  • Type

    conf

  • DOI
    10.1109/AICI.2010.149
  • Filename
    5655195