• journal_title：The Leading Edge
• Contributor：Dengliang Gao
• Publisher：Society of Exploration Geophysicists
• Date：2008-
• Format：text/html
• Language：en
• Identifier：10.1190/1.2896632
• journal_abbrev：The Leading Edge
• issn：1070-485X
• volume：27
• issue：3
• firstpage：394
• section：Special section: Seismic attributes

This paper applies a texture model regression method to characterize seismic facies with particular reference to frontier, deep marine depositional settings. The algorithm introduces and designs a seismic texture model in an adaptive manner in terms of dimensionality, size, amplitude, frequency, and phase using mathematical, synthetic, or actual seismic data. The model serves as a reference for seismic feature discrimination by comparing actual seismic texture at each location with the model through a linear, least-squares regression analysis.