Numerical estimation of rock properties and textural facies classification of core samples using X-Ray Computed Tomography images

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• 作者：Mohamed Soufiane Jouini^a ; ^{mjouini@pi.ac.ae} ; ^{soufianejouini@hotmail.fr} ; Noomane Keskes^b ; ^{noomane.keskes@total.com}
• 关键词：Computed Tomography ; Textures ; Image processing ; Neural network
• 刊名：Applied Mathematical Modelling
• 出版年：2017
• 出版时间：January 2017
• 年：2017
• 卷：41
• 期：Complete
• 页码：562-581
• 全文大小：5627 K
• 卷排序：41

文摘

We model X-Ray Computed Tomography images using a parametric textural model. We produce and classify main representative textures along cored area. We produce continuous rock properties along core samples using neural network. Our results are in agreement with real measurements in cored wells.