Iterative registration of 3D LADAR data for autonomous navigation

被引:14
|
作者
Madhavan, R [1 ]
Messina, E [1 ]
机构
[1] Natl Inst Stand & Technol, Mfg Engn Lab, Intelligent Syst Div, Gaithersburg, MD 20899 USA
关键词
D O I
10.1109/IVS.2003.1212906
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
This paper describes an iterative algorithm for registration of 3D LADAR data. The proposed approach is iconic in nature with suitable modifications to deal with false/spurious matches, occlusions and outliers. Experimental results using data obtained from field trials on an eXperimental Unmanned Vehicle (XUV) are presented to demonstrate the efficacy of the approach. The paper also details ongoing research efforts to determine the feasibility of employing the algorithm for real-time autonomous navigation.
引用
收藏
页码:186 / 191
页数:6
相关论文
共 50 条
  • [1] Development of a 3D LADAR system for autonomous navigation
    Ng, TC
    Guzmán, JI
    Tan, JC
    2004 IEEE CONFERENCE ON ROBOTICS, AUTOMATION AND MECHATRONICS, VOLS 1 AND 2, 2004, : 792 - 797
  • [2] The Application of Iterative Closest Point (ICP) Registration to Improve 3D Terrain Mapping Estimates Using the FLASH 3D LADAR System
    Woods, Jack
    Armstrong, Ernest E.
    Armbruster, Walter
    Richmond, Richard
    LASER RADAR TECHNOLOGY AND APPLICATIONS XV, 2010, 7684
  • [3] Autonomous indoor 3D navigation
    Vasin Y.G.
    Osipov M.P.
    Egorov A.A.
    Yasakov Y.V.
    Pattern Recognition and Image Analysis, 2015, 25 (03) : 373 - 377
  • [4] UAV-assisted autonomous mobile robot navigation for as-is 3D data collection and registration in cluttered environments
    Kim, Pileun
    Park, Jisoo
    Cho, Yong K.
    Kang, Junsuk
    AUTOMATION IN CONSTRUCTION, 2019, 106
  • [5] 3D rover localization in airborne ladar data
    Vandapel, N
    Hebert, M
    EXPERIMENTAL ROBOTICS VIII, 2003, 5 : 156 - 167
  • [6] Deep Iterative 2D/3D Registration
    Jaganathan, Srikrishna
    Wang, Jian
    Borsdorf, Anja
    Shetty, Karthik
    Maier, Andreas
    MEDICAL IMAGE COMPUTING AND COMPUTER ASSISTED INTERVENTION - MICCAI 2021, PT IV, 2021, 12904 : 383 - 392
  • [7] Data-driving Algorithms for 3D Reconstruction from Ladar Data
    Berginc, Gerard
    Berechet, Ion
    Berechet, Stefan
    PIERS 2012 MOSCOW: PROGRESS IN ELECTROMAGNETICS RESEARCH SYMPOSIUM, 2012, : 496 - 499
  • [8] Analysis of Data Structures used for Storing and Processing 3D LADAR Data
    Chilton, Ryan
    Crane, Carl
    Cho, Kuk
    INTERNATIONAL CONFERENCE ON CONTROL, AUTOMATION AND SYSTEMS (ICCAS 2010), 2010, : 1496 - 1501
  • [9] Automated identification and classification of land vehicles in 3D LADAR data
    Sobel, E
    Douglas, J
    Ettinger, G
    AUTOMATIC TARGET RECOGNITION XIV, 2004, 5426 : 92 - 101
  • [10] Threat Detection and Tracking using 3D FLASH LADAR Data
    Gronwall, Christina
    Tolt, Gustav
    Karlsson, Daniel
    Esteki, Hadi
    Rydell, Joakim
    Armstrong, Ernest E.
    Woods, Jack
    AUTOMATIC TARGET RECOGNITION XX; ACQUISITION, TRACKING, POINTING, AND LASER SYSTEMS TECHNOLOGIES XXIV; AND OPTICAL PATTERN RECOGNITION XXI, 2010, 7696