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07/05/2021
DeepCEL0 for 2D Single Molecule Localization in Fluorescence Microscopy
In fluorescence microscopy, Single Molecule Localization Microscopy (SML...
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03/03/2021
On the geometric and Riemannian structure of the spaces of group equivariant non-expansive operators
Group equivariant non-expansive operators have been recently proposed as...
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02/15/2021
Plug-and-Play external and internal priors for image restoration
Image restoration problems were traditionally formulated as the minimiza...
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11/19/2020
Recursive Deep Prior Video: a Super Resolution algorithm for Time-Lapse Microscopy of organ-on-chip experiments
Biological experiments based on organ-on-chips (OOCs) exploit light Time...
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09/23/2020
ADMM-DIPTV: combining Total Variation and Deep Image Prior for image restoration
In the last decades, unsupervised deep learning based methods have caugh...
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08/19/2020