@ARTICLE{8253517, author={R. {Wang} and J. {Peethambaran} and D. {Chen}}, journal={IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing}, title={LiDAR Point Clouds to 3-D Urban Models$:$ A Review}, year={2018}, volume={11}, number={2}, pages={606-627}, keywords={computational geometry;computer graphics;computer vision;image reconstruction;mesh generation;optical radar;solid modelling;urban reconstruction algorithms;three-dimensional urban models;computer vision;computer graphics;urban modeling research;urban reconstruction arena;typical urban scenario;urban planning;3-D urban models;urban modeling pipeline;architectural modeling context;Buildings;Three-dimensional displays;Image reconstruction;Urban planning;Adaptation models;Atmospheric modeling;Remote sensing;Airborne laser scanning (ALS);airborne light detection and ranging;façade modeling;light detection and ranging (LiDAR);mobile laser scanning (MLS);mobile LiDAR;point clouds;powerline (PL) reconstruction;road modeling;rooftop modeling;surface reconstruction;terrestrial laser scanning (TLS);tree modeling;urban models}, doi={10.1109/JSTARS.2017.2781132}, ISSN={1939-1404}, month={Feb},}