Rapid large-scale building damage level classification after earthquakes using deep learning with Lidar and satellite optical data

C Liu, L Ge, T Bai - International Journal of Digital Earth, 2024 - Taylor & Francis
In post-earthquake scenarios, the swift assessment of building damage levels is pivotal for
efficient emergency response and recovery planning. Nevertheless, conventional in-situ …

Ground Awareness in Deep Learning for Large Outdoor Point Cloud Segmentation

K Qiu, D Bulatov, D Iwaszczuk - arxiv preprint arxiv:2501.18246, 2025 - arxiv.org
This paper presents an analysis of utilizing elevation data to aid outdoor point cloud
semantic segmentation through existing machine-learning networks in remote sensing …