Skyline-Based Registration of 3D Laser Scans

被引:10
|
作者
Nchter, Andreas [1 ]
Gutev, Stanislav [1 ]
Borrmann, Dorit [1 ]
Elseberg, Jan [1 ]
机构
[1] Jacobs Univ Bremen gGmbH, Sch Sci & Engn, Automat Grp, Campus Ring 1, D-28759 Bremen, Germany
关键词
LIDAR; point cloud processing; 3D city modeling; marker-free registration; place recognition;
D O I
10.1007/s11806-011-0449-4
中图分类号
TP7 [遥感技术];
学科分类号
081102 ; 0816 ; 081602 ; 083002 ; 1404 ;
摘要
Acquisition and registration of terrestrial 3D laser scans is a fundamental task in mapping and modeling of cities in three dimensions. To automate this task marker-free registration methods are required. Based on the existence of skyline features, this paper proposes a novel method. The skyline features are extracted from panoramic 3D scans and encoded as strings enabling the use of string matching for merging the scans. Initial results of the proposed method in the old city center of Bremen are presented.
引用
收藏
页码:85 / 90
页数:6
相关论文
共 50 条
  • [41] Summarizing two-dimensional data with skyline-based statistical descriptors
    Cormode, Graham
    Korn, Flip
    Muthukrishnan, S.
    Srivastava, Divesh
    SCIENTIFIC AND STATISTICAL DATABASE MANAGEMENT, PROCEEDINGS, 2008, 5069 : 42 - +
  • [42] Automated Registration of 3D Scans Using Geometric Features and Normalized Color Data
    Gomez-Garcia-Bermejo, Jaime
    Zalama, Eduardo
    Feliz, Raul
    COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING, 2013, 28 (02) : 98 - 111
  • [43] Toolkit for registration and evaluation for 3D laser scanner acquisition
    Synave, Remi
    Desbarats, Pascal
    Gueorguieva, Stefka
    WSCG 2008, COMMUNICATION PAPERS, 2008, : 199 - 204
  • [44] 3D Skull Registration Based on Registration Points Automatic Correspondence
    Du, Hongqiang
    Geng, Guohua
    Li, Kang
    He, Yiyue
    2013 INTERNATIONAL CONFERENCE ON VIRTUAL REALITY AND VISUALIZATION (ICVRV 2013), 2013, : 293 - 296
  • [45] Beyond Context to the Skyline: Thinking in 3D
    Kimberly Hoagwood
    Serene Olin
    Andrew Cleek
    Administration and Policy in Mental Health and Mental Health Services Research, 2013, 40 : 23 - 28
  • [46] Beyond Context to the Skyline: Thinking in 3D
    Hoagwood, Kimberly
    Olin, Serene
    Cleek, Andrew
    ADMINISTRATION AND POLICY IN MENTAL HEALTH AND MENTAL HEALTH SERVICES RESEARCH, 2013, 40 (01) : 23 - 28
  • [47] Influence of the angles and number of scans on the accuracy of 3D laser scanning
    Lee, Kyung-Min
    Song, Hyo-Young
    Lee, Ki-Heon
    Hwang, Hyeon-Shik
    KOREAN JOURNAL OF ORTHODONTICS, 2011, 41 (02) : 76 - 86
  • [48] A Skyline-based Efficient Web Service Selection Method Supporting Frequent Requests
    Wang, Yue
    Song, You
    Liang, Mingyang
    2016 IEEE 20TH INTERNATIONAL CONFERENCE ON COMPUTER SUPPORTED COOPERATIVE WORK IN DESIGN (CSCWD), 2016, : 328 - 333
  • [49] Mutifractals based multimodal 3D image registration
    Palanivel, Dhevendra Alagan
    Natarajan, Sivakumaran
    Gopalakrishnan, Sainarayanan
    BIOMEDICAL SIGNAL PROCESSING AND CONTROL, 2019, 47 : 126 - 136
  • [50] Accurate and precise 3D surface based registration
    Yan, CH
    Ong, SH
    Ge, Y
    Teoh, SH
    Chui, CK
    PROCEEDINGS OF THE SIXTH IASTED INTERNATIONAL CONFERENCE ON SIGNAL AND IMAGE PROCESSING, 2004, : 413 - 417