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多核重复背投影图像超分辨率方法
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作者 韩华 文伟 彭思龙 《计算机辅助设计与图形学学报》 EI CSCD 北大核心 2005年第7期1510-1516,共7页
图像超分辨率算法目前最为通用的框架是基于Bayes估计的方法,其求解方法多归于重复背投影(插值)的迭代方法·在特定的成像条件下,基于训练的多核插值滤波器估计方法具有良好的效果·考虑采样过程对图像质量的影响,我们把多核插... 图像超分辨率算法目前最为通用的框架是基于Bayes估计的方法,其求解方法多归于重复背投影(插值)的迭代方法·在特定的成像条件下,基于训练的多核插值滤波器估计方法具有良好的效果·考虑采样过程对图像质量的影响,我们把多核插值滤波器估计方法引入到重复背投影的计算框架下,取得了优于单独使用一种方法的超分辨率结果· 展开更多
关键词 图像超分辨率 多核插值 重复背投影 最大后验概率估计 聚类
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Nuclear magnetic resonance T_2 spectrum:multifractal characteristics and pore structure evaluation 被引量:20
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作者 Yan Jian-Ping He Xu +4 位作者 Geng Bin Hu Qin-Hong Feng Chun-Zhen Kou Xiao-Pan Li Xing-Wen 《Applied Geophysics》 SCIE CSCD 2017年第2期205-215,322,共12页
Pore structure characteristics are important to oil and gas exploration in complex low-permeability reservoirs. Using multifractal theory and nuclear magnetic resonance (NMR), we studied the pore structure of low-pe... Pore structure characteristics are important to oil and gas exploration in complex low-permeability reservoirs. Using multifractal theory and nuclear magnetic resonance (NMR), we studied the pore structure of low-permeability sandstone rocks from the 4th Member (Es4) of the Shahejie Formation in the south slope of the Dongying Sag. We used the existing pore structure data from petrophysics, core slices, and mercury injection tests to classify the pore structure into three categories and five subcategories. Then, the T2 spectra of samples with different pore structures were interpolated, and the one- and three-dimensional fractal dimensions and the multifractal spectrum were obtained. Parameters a (intensity of singularity) andf(a) (density of distribution) were extracted from the multifractal spectra. The differences in the three fractal dimensions suggest that the pore structure types correlate with a andf(a). The results calculated based on the multifractal spectrum is consistent with that of the core slices and mercury injection. Finally, the proposed method was applied to an actual logging profile to evaluate the pore structure of low-permeability sandstone reservoirs. 展开更多
关键词 NMR T2 spectrum MULTIFRACTAL INTERPOLATION pore structure PERMEABILITY SANDSTONE
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