Dual-Task Network for Terrace and Ridge Extraction: Automatic Terrace Extraction via Multi-Task Learning

Dual-Task Network for Terrace and Ridge Extraction: Automatic Terrace Extraction via Multi-Task Learning

Terrace detection and ridge extraction from high-resolution remote sensing imagery are crucial for soil conservation and grain production on sloping land. Traditional methods use low-to-medium resolution images, missing detailed features and lacking automation. Terrace detection and ridge extraction...

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Bibliographic Details
Main Authors: Jun Zhang, Xiao Huang, Weixun Zhou, Huyan Fu, Yuyan Chen, Zhenghao Zhan
Format: Article
Language:English
Published: MDPI AG 2024-02-01
Series:Remote Sensing
Subjects:
multi-task learning
terrace information extraction
neural networks
high-resolution remote sensing images
Online Access:https://www.mdpi.com/2072-4292/16/3/568

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