Digital 3D Reconstruction of Ancient Chinese Great Wild Goose Pagoda by TLS Point Clouds Hierarchical Registration

IF 2.1 3区 计算机科学 Q3 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS
Xiaohu Lin, Bei Xue, Xiqi Wang
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引用次数: 0

Abstract

Digital reconstruction of ancient buildings is very challenging due to its architectural complexity and structural delicacy. Therefore, how to apply new Earth Observation (EO) technology to digitally reconstruct the complete and real model of ancient buildings without damage has become an urgent issue. This paper proposed a multi-scan point cloud hierarchical registration method for 3D reconstruction of ancient Chinese Great Wild Goose Pagoda based on Terrestrial Laser Scanner (TLS) data. First, a multi-scan point cloud hierarchical registration method is elaborate designed for 3D reconstruction. Then, the outline feature of ancient Chinese Great Wild Goose Pagoda is automatically extracted by point cloud slicing. Finally, fine modeling is carried out according to the outline feature extracted from the reconstructed point cloud, after that block combination and texture mapping are conducted for 3D digitalization and documentation. The experiments indicate that the Root Mean Square Error (RMSE) of multi-scan hierarchical registration of the translation and rotation are less than 3 cm and 0.862° respectively, and the complete and real model of the Great Wild Goose Pagoda is obtained by fine modeling and texture mapping, which provides an important reference for 3D digital protection of ancient buildings.

通过 TLS 点云分层注册实现中国古代大雁塔的数字 3D 重建
由于古建筑的建筑复杂性和结构精细性,古建筑的数字化重建是一项非常具有挑战性的工作。因此,如何应用新的地球观测(EO)技术,对古建筑进行完整、真实、无损的数字化重建,已成为亟待解决的问题。本文提出了一种基于地面激光扫描仪(TLS)数据的多扫描点云分层配准方法,用于中国古代大雁塔的三维重建。首先,针对三维重建精心设计了一种多扫描点云分层配准方法。然后,通过点云切片自动提取中国古代大雁塔的轮廓特征。最后,根据从重建点云中提取的轮廓特征进行精细建模,然后进行块组合和纹理映射,实现三维数字化和文档化。实验表明,多扫描分层配准的平移和旋转的均方根误差(RMSE)分别小于 3 厘米和 0.862°,通过精细建模和纹理映射得到了完整、真实的大雁塔模型,为古建筑的三维数字化保护提供了重要参考。
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来源期刊
ACM Journal on Computing and Cultural Heritage
ACM Journal on Computing and Cultural Heritage Arts and Humanities-Conservation
CiteScore
4.60
自引率
8.30%
发文量
90
期刊介绍: ACM Journal on Computing and Cultural Heritage (JOCCH) publishes papers of significant and lasting value in all areas relating to the use of information and communication technologies (ICT) in support of Cultural Heritage. The journal encourages the submission of manuscripts that demonstrate innovative use of technology for the discovery, analysis, interpretation and presentation of cultural material, as well as manuscripts that illustrate applications in the Cultural Heritage sector that challenge the computational technologies and suggest new research opportunities in computer science.
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