U-Net-LSTM: Time Series-Enhanced Lake Boundary Prediction Model

U-Net-LSTM: Time Series-Enhanced Lake Boundary Prediction Model

Change detection of natural lake boundaries is one of the important tasks in remote sensing image interpretation. In an ordinary fully connected network, or CNN, the signal of neurons in each layer can only be propagated to the upper layer, and the processing of samples is independent at each moment...

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Bibliographic Details
Main Authors: Lirong Yin, Lei Wang, Tingqiao Li, Siyu Lu, Jiawei Tian, Zhengtong Yin, Xiaolu Li, Wenfeng Zheng
Format: Article
Language:English
Published: MDPI AG 2023-09-01
Series:Land
Subjects:
lake boundary prediction
U-Net
CNN
long-short time memory
remote sensing
deep learning
Online Access:https://www.mdpi.com/2073-445X/12/10/1859

Internet

https://www.mdpi.com/2073-445X/12/10/1859

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