LiDAR Point Clouds to 3-D Urban Models A Review

R Wang, J Peethambaran… - IEEE Journal of Selected …, 2018 - ieeexplore.ieee.org
Three-dimensional (3-D) urban models are an integral part of numerous applications, such
as urban planning and performance simulation, mapping and visualization, emergency …

An improved LOD specification for 3D building models

F Biljecki, H Ledoux, J Stoter - Computers, environment and urban systems, 2016 - Elsevier
The level of detail (LOD) concept of the OGC standard CityGML 2.0 is intended to
differentiate multi-scale representations of semantic 3D city models. The concept is in …

Point2Roof: End-to-end 3D building roof modeling from airborne LiDAR point clouds

L Li, N Song, F Sun, X Liu, R Wang, J Yao… - ISPRS Journal of …, 2022 - Elsevier
Abstract Three-dimensional (3D) building roof reconstruction from airborne LiDAR point
clouds is an important task in photogrammetry and computer vision. To automatically …

Automated detection of buildings from single VHR multispectral images using shadow information and graph cuts

AO Ok - ISPRS journal of photogrammetry and remote sensing, 2013 - Elsevier
In this study, we propose a novel methodology for automated detection of buildings from
single very-high-resolution (VHR) multispectral images. The methodology uses the principal …

3D building model reconstruction from multi-view aerial imagery and lidar data

L Cheng, J Gong, M Li, Y Liu - Photogrammetric Engineering & …, 2011 - ingentaconnect.com
A novel approach by integrating multi-view aerial imagery and lidar data is proposed to
reconstruct 3D building models with accurate geometric position and fine details. First, a …

Generation of multi-LOD 3D city models in CityGML with the procedural modelling engine Random3Dcity

F Biljecki, H Ledoux, J Stoter - ISPRS Annals of the …, 2016 - isprs-annals.copernicus.org
The production and dissemination of semantic 3D city models is rapidly increasing
benefiting a growing number of use cases. However, their availability in multiple LODs and …

Analysis of oblique aerial images for land cover and point cloud classification in an urban environment

JY Rau, JP Jhan, YC Hsu - IEEE Transactions on Geoscience …, 2014 - ieeexplore.ieee.org
In addition to aerial imagery, point clouds are important remote sensing data in urban
environment studies. It is essential to extract semantic information from both images and …

[HTML][HTML] Research progress of building reconstruction via airborne point clouds

DU Jianli, C Dong, Z ZHANG, L ZHANG - National Remote Sensing …, 2021 - ygxb.ac.cn
Creating photorealistic building models from large-scale airborne point clouds is an
important aspect of urban modeling. Given the complexity of airborne points (ie, noise …

Topologically consistent 3D city models obtained by extrusion

H Ledoux, M Meijers - International Journal of Geographical …, 2011 - Taylor & Francis
One of the simplest methods to construct a 3D city model is to extrude building footprints to
obtain 'block-shaped'polyhedra representing buildings. Although the method is well known …

A modified fuzzy C-means image segmentation algorithm for use with uneven illumination patterns

L Ma, RC Staunton - Pattern recognition, 2007 - Elsevier
A novel fuzzy C-mean (FCM) algorithm is proposed for use when active or structured light
patterns are projected onto a scene. The underlying inhomogeneous illumination intensity …