Articles with "imaging problems" as a keyword



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Untrained Neural Network Priors for Inverse Imaging Problems: A Survey

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Published in 2022 at "IEEE Transactions on Pattern Analysis and Machine Intelligence"

DOI: 10.1109/tpami.2022.3204527

Abstract: In recent years, advancements in machine learning (ML) techniques, in particular, deep learning (DL) methods have gained a lot of momentum in solving inverse imaging problems, often surpassing the performance provided by hand-crafted approaches. Traditionally,… read more here.

Keywords: neural network; network priors; inverse imaging; imaging problems ... See more keywords