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GeoNeXt:Efficient landslide mapping using a pre-trained ConvNeXt V2 encoder with a PSA-ASPP decoder

Rodrigo Uribe-Ventura Willem Viveen Ferdinand Pineda-Ancco Cesar Beltran-Castanon

Artificial Intelligence in Geosciences2025，Vol.6Issue(2)：P.412-427,16.

Artificial Intelligence in Geosciences2025，Vol.6Issue(2)：P.412-427,16.DOI:10.1016/j.aiig.2025.100172

GeoNeXt:Efficient landslide mapping using a pre-trained ConvNeXt V2 encoder with a PSA-ASPP decoder

Rodrigo Uribe-Ventura ¹Willem Viveen ¹Ferdinand Pineda-Ancco ²Cesar Beltran-Castanon²

作者信息

1. Grupo de Investigacion en Geología Sedimentaria,Departamento de Ingeniería,Pontificia Universidad Catolica del Perú,Av.Universitaria 1801,San Miguel,Lima,Peru
2. Grupo de Inteligencia Artificial,Departamento de Ingeniería,Pontificia Universidad Catolica del Perú,Av.Universitaria 1801,San Miguel,Lima,Peru
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摘要

关键词

Landslide detection/Remote sensing AI/Efficient segmentation/Deep learning/Geohazard monitoring/Landslide segmentation

分类

天文与地球科学

引用本文复制引用

Rodrigo Uribe-Ventura,Willem Viveen,Ferdinand Pineda-Ancco,Cesar Beltran-Castanon..GeoNeXt:Efficient landslide mapping using a pre-trained ConvNeXt V2 encoder with a PSA-ASPP decoder[J].Artificial Intelligence in Geosciences,2025,6(2):P.412-427,16.

Artificial Intelligence in Geosciences

ISSN：2666-5441

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