Phase Retrieval With Learning Unfolded Expectation Consistent Signal Recovery Algorithm
Sign Up to like & getrecommendations! Published in 2020 at "IEEE Signal Processing Letters"
DOI: 10.1109/lsp.2020.2990767
Abstract: Phase retrieval algorithms are now an important component of many modern computational imaging systems. A recently proposed scheme called generalized expectation consistent signal recovery (GEC-SR) shows better accuracy, speed, and robustness than numerous existing methods.… read more here.
Keywords: expectation consistent; phase retrieval; signal recovery; consistent signal ... See more keywords
Phase Retrieval Using Expectation Consistent Signal Recovery Algorithm Based on Hypernetwork
Sign Up to like & getrecommendations! Published in 2021 at "IEEE Transactions on Signal Processing"
DOI: 10.1109/tsp.2021.3118494
Abstract: Phase retrieval (PR) is an important component in modern computational imaging systems. Recent advances in deep learning have introduced new possibilities for a robust and fast PR. An emerging technique called deep unfolding provides a… read more here.
Keywords: consistent signal; expectation consistent; hypernetwork; phase retrieval ... See more keywords