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Get in Shape: Prevent Oversmoothing of CNN-Based Sentinel-2 Classification With Large Pretrained Segment Anything Model

Land cover (LC) classification remains challenging, even with advanced machine learning (ML) techniques. Pixel-wise convolutional neural networks (CNNs) are currently widely used for image classification. However, CNNs outputs often suffer from blurry boundaries and poorly segmented shapes. Hence, a...

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Bibliographic Details
Main Authors: Jan Svoboda, Bertrand le Saux, Peter Naylor, Josef Lastovicka, Premysl Stych
Format: Artigo
Language:Inglês
Published: IEEE 2026-01-01
Series:IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
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Online Access:https://ieeexplore.ieee.org/document/11370164/
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