Articles with "cvae efficient" as a keyword



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CVAE: An Efficient and Flexible Approach for Sparse Aperture ISAR Imaging

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Published in 2023 at "IEEE Geoscience and Remote Sensing Letters"

DOI: 10.1109/lgrs.2023.3234432

Abstract: The use of traditional compressed sensing methods in sparse aperture inverse synthetic aperture radar (SA-ISAR) imaging suffers from high computational burdens and complicated formula derivations. To solve these problems, a complex-valued autoencoder (CVAE) architecture trained… read more here.

Keywords: cvae efficient; aperture; training set; isar imaging ... See more keywords