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Fast and Easy Blind Deblurring Using an Inverse Filter and PROBE

机译:使用逆滤波器和PROBE进行快速轻松的盲去模糊

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PROBE (Progressive Removal of Blur Residual) is a recursive framework for blind deblurring. PROBE is neither a functional minimization approach, nor an open-loop sequential method where blur kernel estimation is followed by non-blind deblurring. PROBE is a feedback scheme, deriving its unique strength from the closed-loop architecture. Thus, with the rudimentary modified inverse filter at its core, PROBE's performance meets or exceeds the state of the art, both visually and quantitatively. Remarkably, PROBE lends itself to analysis that reveals its convergence properties.
机译:PROBE(渐进消除模糊残差)是用于盲去模糊的递归框架。 PROBE既不是功能最小化方法,也不是在模糊内核估计之后进行非盲去模糊的开环顺序方法。 PROBE是一种反馈方案,它从闭环架构中获得了独特的优势。因此,以基本的改进型逆滤波器为核心,无论在视觉上还是在数量上,PROBE的性能均达到或超过现有技术水平。值得注意的是,PROBE有助于进行揭示其收敛特性的分析。

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