Airborne LiDAR point cloud classification using PointNet++ network with full neighborhood features. [PDF]
Compared with other point clouds, the airborne LiDAR point cloud has its own characteristics. The deep learning network PointNet++ ignores the inherent properties of airborne LiDAR point, and the classification precision is low.
Xingzhong Nong, Wenfeng Bai, Guanlan Liu
doaj +2 more sources
An Overview of Shoreline Mapping by Using Airborne LiDAR
Since the shorelines are important geographical boundaries, monitoring shoreline change plays an important role in integrated coastal management. With the evolution of remote sensing technology, many studies have used optical images to measure and to ...
Jonathan Li +2 more
exaly +3 more sources
Fusion of Hyperspectral CASI and Airborne LiDAR Data for Ground Object Classification through Residual Network [PDF]
Modern satellite and aerial imagery outcomes exhibit increasingly complex types of ground objects with continuous developments and changes in land resources.
Zhanyuan Chang +3 more
doaj +2 more sources
Hierarchical Registration Method for Airborne and Vehicle LiDAR Point Cloud
A new hierarchical method for the automatic registration of airborne and vehicle light detection and ranging (LiDAR) data is proposed, using three-dimensional (3D) road networks and 3D building contours.
Manchun Li, Liang Cheng, Yanming Chen
exaly +3 more sources
Airborne Lidar: Advances in Discrete Return Technology for 3D Vegetation Mapping
Conventional discrete return airborne lidar systems, used in the commercial sector for efficient generation of high quality spatial data, have been considered for the past decade to be an ideal choice for various mapping applications.
Valerie Ussyshkin, Livia Theriault
exaly +3 more sources
This data has been used in many existing inventions and even in many new inventions. This paper consists of a review of the current state of LiDAR technology and covers issues related to both data capturing and processing. In this paper, a discussion on different types of LiDAR sensors including LiDAR for autonomous vehicles was also done.
Jindal, Harsh, kaur, Jagdeep
openaire +2 more sources
Intensity Harmonization for Airborne LiDAR [PDF]
Constructing a point cloud for a large geographic region, such as a state or country, can require multiple years of effort. Often several vendors will be used to acquire LiDAR data, and a single region may be captured by multiple LiDAR scans. A key challenge is maintaining consistency between these scans, which includes point density, number of returns,
David Jones, Nathan Jacobs
openaire +2 more sources
A New Airborne Doppler Lidar for Boundary Layer Research & LES-Based Simulation [PDF]
Airborne Doppler lidar measurements are a valuable tool in meteorological research. A new airborne Doppler lidar system has been developed jointly by the Karlsruhe Institute of Technology (KIT) and the Technical University of Brunswick.
Gasch P. +5 more
doaj +1 more source
Airborne LiDAR Strip Adjustment Method Based on Point Clouds with Planar Neighborhoods
Airborne light detection and ranging (LiDAR) data are increasingly used in various fields such as topographic mapping, urban planning, and emergency management.
Zhenxing Sun +3 more
doaj +1 more source
GPS-derived ground deformation (2005–2014) within the Gulf of Mexico region referred to a stable Gulf of Mexico reference frame [PDF]
This study investigates current ground deformation derived from the GPS geodesy infrastructure in the Gulf of Mexico region. The positions and velocity vectors of 161 continuous GPS (CGPS) stations are presented with respect to a newly established local ...
J. Yu, G. Wang
doaj +1 more source

