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Evaluations of Three-dimensional Building Model Reconstruction from Lidar Point Clouds and Single-view Perspective Imagery : Volume Xl-5, Issue 1 (06/06/2014)

By Tsai, F.

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Book Id: WPLBN0004015259
Format Type: PDF Article :
File Size: Pages 4
Reproduction Date: 2015

Title: Evaluations of Three-dimensional Building Model Reconstruction from Lidar Point Clouds and Single-view Perspective Imagery : Volume Xl-5, Issue 1 (06/06/2014)  
Author: Tsai, F.
Volume: Vol. XL-5, Issue 1
Language: English
Subject: Science, Isprs, International
Collections: Periodicals: Journal and Magazine Collection (Contemporary), Copernicus Publications
Historic
Publication Date:
2014
Publisher: Copernicus Publications, Göttingen, Germany
Member Page: Copernicus Publications

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Chang, H., & Tsai, F. (2014). Evaluations of Three-dimensional Building Model Reconstruction from Lidar Point Clouds and Single-view Perspective Imagery : Volume Xl-5, Issue 1 (06/06/2014). Retrieved from http://www.ebooklibrary.org/


Description
Description: Center for Space and Remote Sensing Research, National Central University, Zhong-li, Taoyuan 320 Taiwan. This paper briefly presents two approaches for effective three-dimensional (3D) building model reconstruction from terrestrial laser scanning (TLS) data and single perspective view imagery and assesses their applicability to the reconstruction of 3D models of landmark or historical buildings. The collected LiDAR point clouds are registered based on conjugate points identified using a seven-parameter transformation system. Three dimensional models are generated using plan and surface fitting algorithms. The proposed single-view reconstruction (SVR) method is based on vanishing points and single-view metrology. More detailed models can also be generated according to semantic analysis of the façade images. Experimental results presented in this paper demonstrate that both TLS and SVR approaches can successfully produce accurate and detailed 3D building models from LiDAR point clouds or different types of single-view perspective images.

Summary
Evaluations of Three-Dimensional Building Model Reconstruction from LiDAR Point Clouds and Single-View Perspective Imagery


 

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