Dec 14, 2020 · We proposed an image denoising and ring artifacts removal method via improved Fully Convolutional Pyramid Residual Network (FCPRN). In our study ...

Oct 22, 2024 · We proposed an image denoising and ring artifacts removal method via improved Fully Convolutional Pyramid Residual Network (FCPRN). In our study ...

In this study, we used deep learning method to suppress noise and remove ring artifacts for spectral CT images. Our network named the Fully Convolutional ...

Dec 30, 2020 · We proposed an image denoising and ring artifacts removal method via improved Fully Convolutional Pyramid Residual Network (FCPRN). In our study ...

Experimental results demonstrated that the proposed method could reduce noise and suppress ring artifacts of spectral CT images concurrently in different energy ...

– Lv et al., Image Denoising and Ring Artifacts Removal for Spectral CT via Deep. Neural Network, IEEE Access 8:225594-225601, 2020. • Correction in both ...

Oct 17, 2022 · We propose a deep learning based image processing technique for ring artifact correction in the sinogram domain. In particular, we train a UNet ...

7 days ago · This paper conducts research from two aspects: tomographic images and sinograms, and designs a dual-domain artifact suppression network. By ...

Jan 16, 2023 · The method proposed in this paper combines detector shifting and deep learning to remove ring artifacts and statistical noise simultaneously.

Method In this paper, a novel method is proposed to remove the ring artifacts in CT image by applying deep learning algorithm based on convolutional neural ...