A multiscale feature fusion enhanced CNN with the multiscale channel attention mechanism for efficient landslide detection (MS2LandsNet) using medium-resolution remote sensing data

A multiscale feature fusion enhanced CNN with the multiscale channel attention mechanism for efficient landslide detection (MS2LandsNet) using medium-resolution remote sensing data

ABSTRACTDeep learning (DL) models have been widely used for remote sensing-based landslide mapping due to their impressive capabilities for automatic information extraction. However, the large volumes of parameters and calculations have compromised the efficiency of DL models in extracting landslide...

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Bibliographic Details
Main Authors: Wei Lu, Yunfeng Hu, Wei Shao, Hao Wang, Zuopei Zhang, Mingyan Wang
Format: Article
Language:English
Published: Taylor & Francis Group 2024-12-01
Series:International Journal of Digital Earth
Subjects:
Landslide detection
multi-scale feature fusion
attention mechanism
convolutional neural network
remote sensing
Online Access:https://www.tandfonline.com/doi/10.1080/17538947.2023.2300731

Internet

https://www.tandfonline.com/doi/10.1080/17538947.2023.2300731

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