687 citations · 1.1k across the 33 of their papers we have counts for
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Learning Digital Terrain Models from Point Clouds: ALS2DTM Dataset and Rasterization-based GAN
Hoàng-Ân Lê, Florent Guiotte, Minh-Tan Pham +2
Despite the popularity of deep neural networks in various domains, the extraction of digital terrain models (DTMs) from airborne laser scanning (ALS) point clouds is still challeng…
Detection of Degraded Acacia tree species using deep neural networks on uav drone imagery
Anne Achieng Osio, Hoàng-Ân Lê, Samson Ayugi +3
Deep-learning-based image classification and object detection has been applied successfully to tree monitoring. However, studies of tree crowns and fallen trees, especially on floo…
CroCo: Cross-Modal Contrastive learning for localization of Earth Observation data
Wei-Hsin Tseng, Hoàng-Ân Lê, Alexandre Boulch +2
It is of interest to localize a ground-based LiDAR point cloud on remote sensing imagery. In this work, we tackle a subtask of this problem, i.e. to map a digital elevation model (…