Huijuan Fu, Xiaoqi Xi, Yu Han, Lei Li, Xinguang Wang, Bin Yan. Micro-CT Image Denoising Algorithm Based on Deep Residual Encoding-Decoding[J]. Laser & Optoelectronics Progress, 2023, 60(14): 1410014
- Laser & Optoelectronics Progress
- Vol. 60, Issue 14, 1410014 (2023)
Fig. 1. DRED-CNN structure
Fig. 2. Composition of convolution block and deconvolution block
Fig. 3. Residual learning network structure
Fig. 4. Composition of lab-level micro-CT system
Fig. 5. Denoising results of different methods for bronze coins
Fig. 6. Denoising results of different methods for bronze residual coins
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Table 1. Scanning parameters for bronze coins
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Table 2. Reconstruction quality evaluation of different methods for images
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