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Ruichao Du on Muck Rack

Ruichao Du

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Articles

A deep learning method for building semantic segmentation in SAR remote sensing images

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By YIchen Sun, Yichen Sun, Yue Zhu, Sano Satoshi, Ruichao Du
| Nature Verified
Abstract Accurate building segmentation from synthetic aperture radar (SAR) images is important for all-weather urban mapping, change detection, and post-disaster assessment. However, speckle noise, side-looking imaging, scattering overlap, and geometric distortion often cause blurred boundaries, incomplete building regions, and confusion between buildings and background clutter.
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