
A new deblurring scheme that decomposes the deblurring regression task into simpler blur pixel discretization and discrete-to-continuous conversion tasks, leading to an efficient and high-performing blind motion deblurring model.


coremsg

efficient-blind-motion-deblurring-via-blur-pixel-discretization


Efficient Blind Motion Deblurring via Blur Pixel Discretization


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A novel Motion-adaptive Separable Collaborative (MISC) Filter that can effectively handle various complex motions in the image space for blind motion deblurring.


efficient-motion-adaptive-separable-collaborative-filters-for-blind-motion-deblurring


Efficient Motion-Adaptive Separable Collaborative Filters for Blind Motion Deblurring



A blind motion deblurring network (MCMS) based on multi-category information and multi-scale stripe attention mechanism is proposed to effectively improve motion deblurring by fusing the edge information of the high-frequency component and the structural information of the low-frequency component.


efficient-multi-category-and-multi-scale-attention-for-blind-motion-deblurring


Efficient Multi-Category and Multi-Scale Attention for Blind Motion Deblurring
