Enhancing Building Segmentation With Shadow-Aware Edge Perception

Enhancing Building Segmentation With Shadow-Aware Edge Perception

Accurate building semantic segmentation in remote sensing imagery is essential for urban planning, environmental monitoring, and map creation. While deep learning has achieved significant advancements in this field, precisely segmenting building edges and shadows in complex scenarios remains challen...

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Bibliographic Details
Main Authors: Ying Yu, Chunping Wang, Renke Kou, Huiying Wang, Boxiong Yang, Jinhui Xu, Qiang Fu
Format: Article
Language:English
Published: IEEE 2025-01-01
Series:IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
Subjects:
Buildings segmentation
remote sensing
semantic segmentation
shadow-aware attention module
shadow-inclusive contour transition module (SCTM)
Online Access:https://ieeexplore.ieee.org/document/10713904/
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https://ieeexplore.ieee.org/document/10713904/

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