AUnet: A Deep Learning Framework for Surface Water Channel Mapping Using Large-Coverage Remote Sensing Images and Sparse Scribble Annotations from OSM Data

Water is a vital component of life that exists in a variety of forms, including oceans, rivers, ponds, streams, and canals. The automated methods for detecting, segmenting, and mapping surface water have improved significantly with the advancements in satellite imagery and remote sensing. Many strat...

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Bibliographic Details
Main Authors: Sarah Mazhar, Guangmin Sun, Anas Bilal, Bilal Hassan, Yu Li, Junjie Zhang, Yinyi Lin, Ali Khan, Ramsha Ahmed, Taimur Hassan
Format: Article
Language:English
Published: MDPI AG 2022-07-01
Series:Remote Sensing
Subjects:
Online Access:https://www.mdpi.com/2072-4292/14/14/3283