| 基于多分辨率图像融合的多尺度多组分数字岩心构建 |
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| 引用本文： | 崔利凯,孙建孟,闫伟超,高银山,王洪君,宋丽媛.基于多分辨率图像融合的多尺度多组分数字岩心构建[J].吉林大学学报(地球科学版),2017(6):1904-1912. |
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| 作者姓名： | 崔利凯 孙建孟 闫伟超 高银山 王洪君 宋丽媛 |
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| 作者单位： | 1. 中国石油大学(华东)地球科学与技术学院,山东青岛,266580;2. 中国石油长庆油田分公司第五采油厂,西安,710200;3. 中国石油长庆油田分公司第八采油厂,西安,710021 |
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| 基金项目： | 国家自然科学基金项目，国家科技重大专项，Supported by National Natural Science Foundation of China，Major Project of National Science and Technology |
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| 摘 要： | 针对单一分辨率的数字岩心模型无法完整描述岩心不同尺度结构信息的问题,以砂岩样品为例,通过对岩心多分辨率CT成像,采用基于特征的图像配准方法实现了不同分辨率岩心图像的精确匹配。通过融合不同分辨率岩心扫描图像进行孔隙分割和矿物分割,构建多尺度、多组分的数字岩心模型。结果表明:多尺度多组分数字岩心模型可以表征跨尺度的岩心孔隙结构,孔隙分布与核磁测量结果有较好的一致性;与Qemscan相比,数字岩心矿物体积分数同X衍射测定结果更吻合,真实地还原了岩心不同组分的结构信息。
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| 关 键 词： | 图像配准 数字岩心 多尺度 多组分 |
Construction of Multi-Scale and-Component Digital Cores Based on Fusion of Different Resolution Core Images |
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| Abstract: | It is difficult to represent the multi-scale structure feature of rocks by using a single resolution digital core model.Through taking a sandstone sample,by means of core multi-resolution CT imaging,the accurate matching of core images with different resolutions is realized by the feature based image registration method.The multi-scale and-component digital core model is constructed along with the segmentation of pores and minerals in the registered images based on image fusion.The results show that the multi-scale and-component digital core model could represent the cross scale pore structures;and the pore distribution agrees with the results from NMR.The mineral contents of digital core are more consistent with the results from XRD than that from Qemscan.The multi-scale and-component digital core model factually restores the structure features of all rock components. |
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| Keywords: | image registration digital core multi-scale multi-component |
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