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Yan and Shao [3] and Schuler et al. [4] constructed a neural network to estimate the blur kernel s by training network. However, most Gaussian-image deblurring approaches are focused on single image restoration. But in video deblurring, the reconstruction process can make use of additional data from neighboring frames.
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