Reverse Image Filtering Using Total Derivative Approximation and Accelerated Gradient Descent

Reverse Image Filtering Using Total Derivative Approximation and Accelerated Gradient Descent

In this paper, a new problem of reverse image filtering is addressed. The problem is to reverse the effect of an image filter given the observation <inline-formula> <tex-math notation="LaTeX">$\boldsymbol {b}=g(\boldsymbol {x})$ </tex-math></inline-formula>. The fil...

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Bibliographic Details
Main Authors: Fernando J. Galetto, Guang Deng
Format: Article
Language:English
Published: IEEE 2022-01-01
Series:IEEE Access
Subjects:
Inverse filtering
optimization
accelerated gradient descent
total derivative
Online Access:https://ieeexplore.ieee.org/document/9965381/

Internet

https://ieeexplore.ieee.org/document/9965381/

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