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基于小波多分辨分析和最小交叉熵的快速CT图像重建算法

Identification of two-phase flow regime based on wavelet multi-resolution analysis
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摘要 The correct identification of two-phase flow regime is the basis for the accurate measurement of flow parameters in two-phase flows.Computerized tomography (CT) is applied to two-phase/multi-phase flow measurement in recent years because of its characteristics of non-invasiveness and visibility.Image reconstruction of CT often involves solving large-dimension matrix equations repeatedly, which is expensive in computation, especially for on-line identification of flow regimes.In this paper, the minimum cross entropy reconstruction based on multi-resolution processing (MRMCE) is presented for fast image reconstruction.Both simulation and experiments have been carried out, showing that the proposed method can reduce the computation time and improve the quality of reconstructed image with suitable decomposition levels.This method can be applied to on-line observation for two-phase flow regime. The correct identification of two-phase flow regime is the basis for the accurate measurement of flow parameters in two-phase flows.Computerized tomography (CT) is applied to two-phase/multi-phase flow measurement in recent years because of its characteristics of non-invasiveness and visibility.Image reconstruction of CT often involves solving large-dimension matrix equations repeatedly, which is expensive in computation, especially for on-line identification of flow regimes.In this paper, the minimum cross entropy reconstruction based on multi-resolution processing (MRMCE) is presented for fast image reconstruction.Both simulation and experiments have been carried out, showing that the proposed method can reduce the computation time and improve the quality of reconstructed image with suitable decomposition levels.This method can be applied to on-line observation for two-phase flow regime.
作者 王琦 王化祥
出处 《化工学报》 EI CAS CSCD 北大核心 2011年第1期59-65,共7页 CIESC Journal
基金 国家自然科学基金国际合作交流项目(60820106002) 国家自然科学重点基金项目(50937005)~~
关键词 多相流CT 图像重建 交叉熵 多分辨分析 multi-phase flow CT image reconstruction cross-entropy algorithm multi-resolution
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