Automatic Point Cloud Classification of Under-Represented Pole-Like Objects Based On Hierarchical Directed Graph

Z Ma, OC Bayrak, F Remondino - IGARSS 2024-2024 IEEE …, 2024 - ieeexplore.ieee.org
Pole-like objects represent important street infrastructures for road inventory and road
mapping. Existing supervised point cloud classification methods cannot correctly classify …

ESTATE: A Large Dataset of Under-Represented Urban Objects for 3D Point Cloud Classification

OC Bayrak, Z Ma, EM Farella… - … Archives of the …, 2024 - isprs-archives.copernicus.org
Cityscapes contain a variety of objects, each with a particular role in urban administration
and development. With the rapid growth and implementation of 3D imaging technology …

Leveraging ontology for enhanced queries and analyses of urban point clouds

M Codiglione, R Beber… - … Archives of the …, 2024 - isprs-archives.copernicus.org
Point clouds are widely used in domains such as urban planning, heritage conservation,
and forestry. They often present challenges related to processing, semantic enrichment, and …

Automatic Annotation Of 3D Multispectral LiDAR Data For Land Cover Classification

N Takhtkeshha, OC Bayrak… - IGARSS 2024-2024 …, 2024 - ieeexplore.ieee.org
Ongoing advancements in Earth observation technologies have led to an increasing
demand for fine-grained 3D maps, particularly in urban areas rich of diverse objects. Unlike …