Mixed multi-branch feature fusion model for efficient automatic building extraction from high-resolution remote sensing images

Mixed multi-branch feature fusion model for efficient automatic building extraction from high-resolution remote sensing images

Abstract Building extraction is essential in applications such as urban planning and monitoring urban dynamics. In high-resolution remote sensing (HRS) images, the main body of buildings and their surrounding environments exhibit strong coupling and variability, which can easily lead to the loss and...

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Bibliographic Details
Main Authors: Yaohui Liu, Shuzhe Zhang, Xinkai Wang, Taoyi Chen, Hu Jiang, Fei Su
Format: Article
Language:English
Published: Springer 2025-07-01
Series:Complex & Intelligent Systems
Subjects:
Semantic segmentation
Remote sensing
Transformer
Feature fusion
Mixed multi-branch feature fusion
Online Access:https://doi.org/10.1007/s40747-025-01998-3
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https://doi.org/10.1007/s40747-025-01998-3

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