Image and Video Processing · Electrical Eng. & Systems
Landslide Geohazard Assessment With Convolutional Neural Networks Using Sentinel-2 Imagery Data
Silvia L. Ullo, Maximillian S. Langenkamp, Tuomas P. Oikarinen, Maria P. Del Rosso +3
2019-06-17
Computer Vision and Pattern Recognition · Computer Science
Landslide Detection and Mapping Using Deep Learning Across Multi-Source Satellite Data and Geographic Regions
Rahul A. Burange, Harsh K. Shinde, Omkar Mutyalwar
2026-05-20
Computer Vision and Pattern Recognition · Computer Science
LMHLD: A Large-scale Multi-source High-resolution Landslide Dataset for Landslide Detection based on Deep Learning
Guanting Liu, Yi Wang, Xi Chen, Baoyu Du +3
2025-02-28
Computer Vision and Pattern Recognition · Computer Science
Landslide Hazard Mapping with Geospatial Foundation Models: Geographical Generalizability, Data Scarcity, and Band Adaptability
Wenwen Li, Sizhe Wang, Hyunho Lee, Chenyan Lu +3
2025-11-07
Machine Learning · Computer Science
Modeling Oceanic Variables with Dynamic Graph Neural Networks
Caio F. D. Netto, Marcel R. de Barros, Jefferson F. Coelho, Lucas P. de Freitas +7
2022-06-28
Human-Computer Interaction · Computer Science
Advancing Data for Street-level Flood Vulnerability: Extraction of Variables from Google Street View in Quito, Ecuador
Raychell Velez, Diana Calderon, Lauren Carey, Christopher Aime +5
2021-08-13
Computer Vision and Pattern Recognition · Computer Science
Relict landslide detection using Deep-Learning architectures for image segmentation in rainforest areas: A new framework
Guilherme P. B. Garcia, Carlos H. Grohmann, Lucas P. Soares, Mateus Espadoto
2023-05-31
Image and Video Processing · Electrical Eng. & Systems
Deep Fusion of Local and Non-Local Features for Precision Landslide Recognition
Qing Zhu, Lin Chen, Han Hu, Binzhi Xu +2
2020-02-21
Computer Vision and Pattern Recognition · Computer Science
Aerial Flood Scene Classification Using Fine-Tuned Attention-based Architecture for Flood-Prone Countries in South Asia
Ibne Hassan, Aman Mujahid, Abdullah Al Hasib, Andalib Rahman Shagoto +3
2024-11-04
Disordered Systems and Neural Networks · Physics
Forecasting landslides using community detection on geophysical satellite data
Vrinda Desai, Farnaz Fazelpour, Alexander L. Handwerger, Karen E. Daniels
2023-07-19
Physics and Society · Physics
Flood risk map from hydrological and mobility data: a case study in S\~ao Paulo (Brazil)
Lívia Rodrigues Tomás, Giovanni Guarnieri Soares, Aurelienne A. S. Jorge, Jeferson Feitosa Mendes +2
2022-09-19
Computer Vision and Pattern Recognition · Computer Science
Automating global landslide detection with heterogeneous ensemble deep-learning classification
Alexandra Jarna Ganerød, Gabriele Franch, Erin Lindsay, Martina Calovi
2023-10-11
Computer Vision and Pattern Recognition · Computer Science
Land Cover Image Classification
Antonio Rangel, Juan Terven, Diana M. Cordova-Esparza, E. A. Chavez-Urbiola
2024-01-19
Computer Vision and Pattern Recognition · Computer Science
LandCover.ai: Dataset for Automatic Mapping of Buildings, Woodlands, Water and Roads from Aerial Imagery
Adrian Boguszewski, Dominik Batorski, Natalia Ziemba-Jankowska, Tomasz Dziedzic +1
2022-04-25
Computer Vision and Pattern Recognition · Computer Science
Cross-Geography Generalization of Machine Learning Methods for Classification of Flooded Regions in Aerial Images
Sushant Lenka, Pratyush Kerhalkar, Pranav Shetty, Harsh Gupta +2
2022-10-05
Computer Vision and Pattern Recognition · Computer Science
Deep learning based landslide density estimation on SAR data for rapid response
Vanessa Boehm, Wei Ji Leong, Ragini Bal Mahesh, Ioannis Prapas +4
2023-06-21