BuildSeg: a general framework for the segmentation of buildings

L Li, T Zhang, S Oehmcke, F Gieseke, C Igel - arXiv preprint arXiv …, 2023 - arxiv.org
Building segmentation from aerial images and 3D laser scanning (LiDAR) is a challenging
task due to the diversity of backgrounds, building textures, and image quality. While current …

Extracting Ancient Maya Structures from Aerial LiDAR Data using Deep Learning

FE Jannat, J Zhang, A Willis, W Ringle - SoutheastCon 2023, 2023 - ieeexplore.ieee.org
The advent of LiDAR technology has had a revolutionary impact on archaeological
prospection by vastly enlarging the coverage of ancient landscapes and consequently the …

Unveiling Ancient Maya Settlements Using Aerial LiDAR Image Segmentation

J Zhang, W Ringle, AR Willis - arXiv preprint arXiv:2403.05773, 2024 - arxiv.org
Manual identification of archaeological features in LiDAR imagery is labor-intensive, costly,
and requires archaeological expertise. This paper shows how recent advancements in deep …