Weiming Huang

Water Body Extraction From Very High-Resolution Remote Sensing Imagery Using Deep U-Net and a Superpixel-Based Conditional Random Field Model

Wenqing Feng, Haigang Sui, Weiming Huang et al. · IEEE Geoscience and Remote Sensing Letters · 2018 · 180 citations

Geometric Learning, Image Classification, Convolutional Neural Network +15

Estimating urban functional distributions with semantics preserved POI embedding

Weiming Huang, Lizhen Cui, Meng Chen et al. · International Journal of Geographical Information Systems · 2022 · 98 citations

Geometric Learning, Proportional Distributions, Engineering +18

Learning urban region representations with POIs and hierarchical graph infomax

Weiming Huang, Daokun Zhang, Gengchen Mai et al. · ISPRS Journal of Photogrammetry and Remote Sensing · 2023 · 77 citations

Geometric Learning, Urban Geography, Graph Neural Network +11

On the Opportunities and Challenges of Foundation Models for GeoAI (Vision Paper)

Gengchen Mai, Weiming Huang, Jin Sun et al. · ACM Transactions on Spatial Algorithms and Systems · 2024 · 76 citations · Full text

Artificial Intelligence, Few-shot Learning, Engineering +24

On the Opportunities and Challenges of Foundation Models for Geospatial Artificial Intelligence

Gengchen Mai, Weiming Huang, Jin Sun et al. · arXiv (Cornell University) · 2023 · 65 citations · Full text

Artificial Intelligence, Few-shot Learning, Multimodality Nature +28