Chengxi WANG, Chen LUO, Jianghao ZHOU, Lang ZOU, Lei JIA. Uniform defocus blind deblurring based on deeper feature-based wiener deconvolution[J]. Optics and Precision Engineering, 2023, 31(18): 2713
- Optics and Precision Engineering
- Vol. 31, Issue 18, 2713 (2023)
Fig. 1. Overview architecture of uniform defocusing deblurring network
Fig. 2. Architecture of blur kernel estimation network
Fig. 3. Architecture of deeper feature-based wiener deconvolution module
Fig. 4. Results of the non-blind deblurring algorithm FTVD
Fig. 5. Comparison of PSNR under different blurring degrees
Fig. 6. Visual results of a test image in DIV2K
Fig. 7. Visual results of a test image in GOPRO
Fig. 8. Visual results of a true blurred image
Fig. 9. Visual results of conductive particle detection after blurring the true blurred image
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Table 1. Comparison of objective performance indicators of different algorithms
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Table 2. Results of ablation experiment
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