کد مقاله | کد نشریه | سال انتشار | مقاله انگلیسی | نسخه تمام متن |
---|---|---|---|---|
849626 | 909271 | 2014 | 4 صفحه PDF | دانلود رایگان |
![عکس صفحه اول مقاله: The adaptive sinogram restoration algorithm based on anisotropic diffusion by energy minimization for low-dose X-ray CT The adaptive sinogram restoration algorithm based on anisotropic diffusion by energy minimization for low-dose X-ray CT](/preview/png/849626.png)
Apparent streak artifacts will present in reconstructed images due to excessive quantum noise in low-dose X-ray imaging process. Estimating a noise-free sinogram to satisfy the filtered back-projection (FBP) reconstruction is an effective way to solve this problem. In this paper, we propose a novel sinogram noise reduction method by energy minimization. An adaptive smoothness parameter based on a modified anisotropic diffusion coefficient is applied for an optimal estimation. The smoothness parameter can make the method effectively adjust the degree of smoothness according to the noise level and the region feature in the sinogram. Visual effect together with quantitative analysis of the experimental result shows the developed approach has the excellent performance in protection of the edge and removal of streak artifacts in the reconstructed image.
Journal: Optik - International Journal for Light and Electron Optics - Volume 125, Issue 5, March 2014, Pages 1694–1697