New method extracts building contours directly from satellite images

Researchers have developed PolyBuild, a novel end-to-end method for extracting building polygon contours directly from high-resolution remote sensing images. This approach bypasses the need for computationally intensive post-processing steps common in existing methods. PolyBuild utilizes an Initial Contour Generation Module for initial extraction and a Contour Optimization Module, incorporating CNN and Transformer features, to refine the contours, achieving superior performance on multiple datasets. AI

影响 This method could streamline mapping applications by automating building contour extraction from remote sensing data.

排序理由 The cluster contains a research paper detailing a new method for image analysis. [lever_c_demoted from research: ic=1 ai=1.0]

在 arXiv cs.AI 阅读 →

• PolyBuild
• Yaoteng Zhang

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