CONFERENCE PROCEEDINGS
Advanced Search
Home > Proceedings > Volume 12552 > Article
Paper
10 February 2023 Optimization of 3D GIS model reconstruction algorithm based on laser point clouds
Fei Liu, Lei Niu
Author Affiliations +
Proceedings Volume 12552, International Conference on Geographic Information and Remote Sensing Technology (GIRST 2022); 125522U (2023) https://doi.org/10.1117/12.2667431
Event: International Conference on Geographic Information and Remote Sensing Technology (GIRST 2022), 2022, Kunming, China
Abstract
As the data basis of 3D geographic information service, 3D model is widely used in 3D terrain visualization, smart city, geological monitoring and other fields. 3D laser point clouds have become one of the main data sources for 3D GIS modeling due to their high precision and fast modeling. When researchers mesh laser point clouds and generate some elongated triangles due to the rule constraints of the algorithm itself, elongated triangles can cause the burden of mesh optimization, affecting the efficiency of mesh reconstruction. In this paper, based on the incremental insertion algorithm, we mitigate the adverse effects of elongated triangles by constructing a non-fully partitioned KD tree index and introducing control points to influence the insertion order of point clouds. We use the proposed algorithm, BRIO and KD tree algorithms to reconstruct Bunny and Horse. We found that the proposed algorithm is superior to the other two algorithms in time efficiency and can suppress the appearance of elongated triangles well.
© (2023) COPYRIGHT Society of Photo-Optical Instrumentation Engineers (SPIE). Downloading of the abstract is permitted for personal use only.
Citation Download Citation
Fei Liu and Lei Niu "Optimization of 3D GIS model reconstruction algorithm based on laser point clouds", Proc. SPIE 12552, International Conference on Geographic Information and Remote Sensing Technology (GIRST 2022), 125522U (10 February 2023); https://doi.org/10.1117/12.2667431
ACCESS THE FULL ARTICLE
ORGANIZATIONAL
Sign in with credentials provided by your organization.
INSTITUTIONAL
Select your institution to access the SPIE Digital Library.
SELECT YOUR INSTITUTION
PERSONAL
Sign in with your SPIE account to access your personal subscriptions or to use specific features such as save to my library, sign up for alerts, save searches, etc.
PERSONAL SIGN IN
No SPIE Account? Create one
PURCHASE THIS CONTENT
SUBSCRIBE TO DIGITAL LIBRARY
50 downloads per 1-year subscription
Members: $195
Non-members: $335 ADD TO CART
25 downloads per 1 - year subscription
Members: $145
Non-members: $250 ADD TO CART
PURCHASE SINGLE ARTICLE
Includes PDF, HTML & Video, when available
Members: $17.00
Non-members: $21.00 ADD TO CART
PROCEEDINGS
 6 PAGES
DOWNLOAD PAPER SAVE TO MY LIBRARY
GET CITATION
Advertisement
Advertisement
RIGHTS & PERMISSIONS
Get copyright permission  Get copyright permission on Copyright Marketplace
KEYWORDS
Reconstruction algorithms
3D modeling
Point clouds
Data modeling
Geographic information systems
Visualization
RELATED CONTENT
Subscribe to Digital Library
Receive Erratum Email Alert
Back to Top