Articles with "neuralpuma learning" as a keyword



NeuralPUMA: Learning to Phase Unwrap Through Differentiable Graph Cuts

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Published in 2024 at "IEEE Transactions on Signal Processing"

DOI: 10.1109/tsp.2023.3344356

Abstract: Deep learning solutions have recently demonstrated remarkable performance in phase unwrapping by approaching the problem as a semantic segmentation task. However, these solutions lack explainability and robustness to unseen conditions, and they often need a… read more here.

Keywords: graph cuts; deep learning; learning phase; neuralpuma learning ... See more keywords