AINeutralarXiv – CS AI · 18h ago5/10
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PolyBuild: An End-to-End Method for Polygonal Building Contour Extraction from High-Resolution Remote Sensing Images
PolyBuild introduces an end-to-end deep learning method for extracting building polygon contours directly from high-resolution remote sensing images without post-processing. The hybrid CNN-Transformer architecture combines an Initial Contour Generation Module with a Contour Optimization Module to achieve superior performance over existing mask-based and contour-based approaches.
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