U-Net-STN: A Novel End-to-End Lake Boundary Prediction Model

U-Net-STN: A Novel End-to-End Lake Boundary Prediction Model

Detecting changes in land cover is a critical task in remote sensing image interpretation, with particular significance placed on accurately determining the boundaries of lakes. Lake boundaries are closely tied to land resources, and any alterations can have substantial implications for the surround...

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Bibliographic Details
Main Authors: Lirong Yin, Lei Wang, Tingqiao Li, Siyu Lu, Zhengtong Yin, Xuan Liu, Xiaolu Li, Wenfeng Zheng
Format: Article
Language:English
Published: MDPI AG 2023-08-01
Series:Land
Subjects:
U-Net
deep learning
land use/land cover change
remote sensing
Lake Urmia
CNN
Online Access:https://www.mdpi.com/2073-445X/12/8/1602

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