Advancing Rural Building Extraction via Diverse Dataset Construction and Model Innovation with Attention and Context Learning

Advancing Rural Building Extraction via Diverse Dataset Construction and Model Innovation with Attention and Context Learning

Rural building automatic extraction technology is of great significance for rural planning and disaster assessment; however, existing methods face the dilemma of scarce sample data and large regional differences in rural buildings. To solve this problem, this study constructed an image dataset of ty...

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Bibliographic Details
Main Authors: Mingyang Yu, Fangliang Zhou, Haiqing Xu, Shuai Xu
Format: Article
Language:English
Published: MDPI AG 2023-12-01
Series:Applied Sciences
Subjects:
rural building extraction
deep learning
diverse dataset
attention mechanisms
context collaboration networks
remote sensing
Online Access:https://www.mdpi.com/2076-3417/13/24/13149

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