A New Lightweight Convolutional Neural Network for Multi-Scale Land Surface Water Extraction from GaoFen-1D Satellite Images

A New Lightweight Convolutional Neural Network for Multi-Scale Land Surface Water Extraction from GaoFen-1D Satellite Images

Mapping land surface water automatically and accurately is closely related to human activity, biological reproduction, and the ecological environment. High spatial resolution remote sensing image (HSRRSI) data provide extensive details for land surface water and gives reliable data support for the a...

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Bibliographic Details
Main Authors: Yueming Duan, Wenyi Zhang, Peng Huang, Guojin He, Hongxiang Guo
Format: Article
Language:English
Published: MDPI AG 2021-11-01
Series:Remote Sensing
Subjects:
deep learning
convolutional neural network
land surface water extraction
GaoFen-1D
attention mechanism
multi-scale
Online Access:https://www.mdpi.com/2072-4292/13/22/4576

Internet

https://www.mdpi.com/2072-4292/13/22/4576

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