Transferable SAR Image Classification Crossing Different Satellites Under Open Set Condition
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DOI: 10.1109/lgrs.2022.3159179
Abstract: For synthetic aperture radar (SAR) image classification problem, we need to take into account unlabeled datasets containing unknown classes crossing different satellites. In this letter, a spherical space domain adaptation (DA) network under open set… read more here.
Keywords: crossing different; sar image; image classification; classification ... See more keywords
An Automatic Ship Detection Method Adapting to Different Satellites SAR Images with Feature Alignment and Compensation Loss
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Geoscience and Remote Sensing"
DOI: 10.1109/tgrs.2022.3160727
Abstract: Traditional deep learning Synthetic Aperture Radar (SAR) image object detection methods fail to provide effective detection results when faced with SAR image datasets with different joint probability distributions obtained from multiple imaging satellites. In this… read more here.
Keywords: feature alignment; compensation loss; domain; detection ... See more keywords