Robust Low-Dose CT Sinogram Preprocessing via Exploiting Noise-Generating Mechanism

作者: Qi Xie , Dong Zeng , Qian Zhao , Deyu Meng , Zongben Xu

DOI: 10.1109/TMI.2017.2767290

关键词: Noise (electronics)AlgorithmMedical imagingPhoton statisticsMaximum a posteriori estimationRegularization (mathematics)Tomography x ray computedCT sinogramIterative reconstructionNoise measurementComputer visionComputed tomographyComputer scienceSignal-to-noise ratioArtificial intelligencePreprocessor

摘要: … as the difference matrix of Y, where the elements of Zh and Z … where F(X) is defined as a 2D Fourier transform on X (X is … 8 illustrates the normal vector flow (NVF) images [23] of the …

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