A Method of Mesh Simplification for Drone 3D Modeling with Architectural Feature Extraction

被引:0
|
作者
Cheng, Chi-Li [1 ]
Hou, June-Hao [1 ]
机构
[1] Natl Chiao Tung Univ, Hsinchu, Taiwan
关键词
Mesh reconstruction; Photogrammetry; Mesh simplification; Procedural mode; Machine learning;
D O I
10.1007/978-981-13-8410-3_12
中图分类号
TU [建筑科学];
学科分类号
0813 ;
摘要
This paper proposes a method of mesh simplification for 3D terrain or city models generated photogrammetrically from drone captured images, enabled by the ability of extracting the architectural features. Compare to traditional geometric computational method, the proposed method recognizes and processes the features from the architectural perspectives. In addition, the workflow also allows exporting the simplified models and geometric features to open platforms, e.g. OpenStreetMap, for practical usages in site analysis, city generation, and contributing to the open data communities.
引用
收藏
页码:157 / 167
页数:11
相关论文
共 50 条
  • [31] Fast simplification algorithm for 3D mesh based on edge collapse
    Ha Shixiang
    Song Lihua
    Zhang Lifeng
    ICCSE'2006: PROCEEDINGS OF THE FIRST INTERNATIONAL CONFERENCE ON COMPUTER SCIENCE & EDUCATION: ADVANCED COMPUTER TECHNOLOGY, NEW EDUCATION, 2006, : 541 - 544
  • [32] 3D MESH SEGMENTATION OF HISTORIC BUILDINGS FOR ARCHITECTURAL SURVEYS
    Javier Herraez, Borja
    Vendrell, Eduardo
    VIRTUAL ARCHAEOLOGY REVIEW, 2018, 9 (18): : 66 - 76
  • [33] Feature extraction from range images in 3D modeling of urban scenes
    Qian, C
    Li, FT
    Ge, CH
    2003 IEEE INTERNATIONAL CONFERENCE ON ROBOTICS, INTELLIGENT SYSTEMS AND SIGNAL PROCESSING, VOLS 1 AND 2, PROCEEDINGS, 2003, : 909 - 914
  • [34] TLS-Based Feature Extraction and 3D Modeling for Arch Structures
    Xu, Xiangyang
    Zhao, Xin
    Yang, Hao
    Neumann, Ingo
    JOURNAL OF SENSORS, 2017, 2017
  • [35] 3D model representation using space curves: an efficient mesh simplification method by exchanging triangulated mesh to space curves
    Asgharian, Lida
    Ebrahimnezhad, Hossein
    MULTIMEDIA TOOLS AND APPLICATIONS, 2023, 82 (20) : 30965 - 31000
  • [36] 3D model representation using space curves: an efficient mesh simplification method by exchanging triangulated mesh to space curves
    Lida Asgharian
    Hossein Ebrahimnezhad
    Multimedia Tools and Applications, 2023, 82 : 30965 - 31000
  • [37] New method for simplification of 3D scattered points
    Quan, Yong
    Li, Wen-Hui
    Lu, Yi-Nan
    Zhang, Zhen-Hua
    Jilin Daxue Xuebao (Gongxueban)/Journal of Jilin University (Engineering and Technology Edition), 2008, 38 (SUPPL.): : 156 - 162
  • [38] Feature-preserving simplification framework for 3D point cloud
    Xueli Xu
    Kang Li
    Yifei Ma
    Guohua Geng
    Jingyu Wang
    Mingquan Zhou
    Xin Cao
    Scientific Reports, 12
  • [39] Fast simplification with sharp feature preserving for 3D point clouds
    Benhabiles, Halim
    Aubreton, Olivier
    Barki, Hichem
    Tabia, Hedi
    2013 11TH INTERNATIONAL SYMPOSIUM ON PROGRAMMING AND SYSTEMS (ISPS), 2013, : 47 - 52
  • [40] Feature Detection and Simplification of 3D Face Data with Facial Expressions
    Kim, Yong-Guk
    Kim, Hyeon-Joong
    Choi, In-Ho
    Kim, Jin-Seo
    Choi, Soo-Mi
    ETRI JOURNAL, 2012, 34 (05) : 791 - 794