Zhijun Yu, Guodong Wang, Xinyue Zhang. Image Deblurring Based on Enhanced Multiscale Feature Network[J]. Laser & Optoelectronics Progress, 2022, 59(22): 2215007
- Laser & Optoelectronics Progress
- Vol. 59, Issue 22, 2215007 (2022)
Fig. 1. Illustration of proposed image deblurring method based on enhanced multi-scale feature network
Fig. 2. Enhanced multi-scale residual feature extracted module
Fig. 3. Illustration of the reconstruction module and the cross-stage feature fusion module. (a) Reconstruction module; (b) cross-stage feature fusion module
Fig. 4. Cross-stage attention architecture
Fig. 5. Visualization of deblurring results on the GoPro dataset
Fig. 6. Visualization of deblurring results on the HIDE dataset
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Table 1. Deblurring results of different methods on GoPro dataset and HIDE dataset
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Table 2. Results of ablation experiment
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