A lightweight building instance extraction method based on adaptive optimization of mask contour

Xiaoxue Liu,Yiping Chen,Cheng Wang,Kun Tan,Jonathan Li

International Journal of Applied Earth Observation and Geoinformation（2023）

引用 0|浏览12

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摘要

•Improve overall mask accuracy with lightweight overhead.•Iteratively optimize mask contours to accurately fit rooftop edges.•Simulate 12 common image damages to evaluate robustness.•Challenge multi-source datasets to evaluate generalization.

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关键词

Building instance extraction,Remote sensing imagery,Deep learning,Mask contour,Adaptive and lightweight

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