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V. Patel

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Open access Jul 2026

SegUNet: leveraging pretrained image embeddings for advanced water body segmentation

A novel deep learning framework that leverages image embeddings from a pre-trained SegFormer-B4 encoder (MiT-B4) without fine-tuning, combined with a U-Net decoder, to achieve precise water body segmentation in Sentinel-2 satellite imagery.

V. Patel · 1 citation

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