Deep-blur: Blind identification and deblurring with convolutional neural networks

We propose a neural network architecture and a training procedure to estimate blurring operators and deblur images from a single degraded image. Our key assumption is that the forward operators can be parameterized by a low-dimensional vector. The models we consider include a description of the poin...

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Bibliographic Details
Main Authors: Valentin Debarnot, Pierre Weiss
Format: Article
Language:English
Published: Cambridge University Press 2024-01-01
Series:Biological Imaging
Subjects:
Online Access:https://www.cambridge.org/core/product/identifier/S2633903X24000096/type/journal_article
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