Automatic pose estimation of complex 3D building models

被引:0
|
作者
Lee, SC [1 ]
Jung, SK [1 ]
Nevatia, R [1 ]
机构
[1] Univ So Calif, Inst Robot & Intelligent Syst, Los Angeles, CA 90089 USA
关键词
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
3D models of urban sites with geometry and facade textures are needed for many planning and visualization applications. Approximate 3D wireframe model can be derived from aerial images but detailed textures must be obtained from ground level images. Integrating such views with the 3D models is difficult as only small parts of buildings may be visible in a single view. We describe a method that uses two or three vanishing points, and three 3D to 2D line correspondences to estimate the rotational and translational parameters of the ground level cameras. The valid set of multiple combinations of 3D to 2D line pairs is chosen by a hypotheses generation and evaluation Some experimental results are presented.
引用
收藏
页码:148 / 152
页数:5
相关论文
共 50 条
  • [1] Automatic Pose Estimation of 3D Facial Models
    Sun, Yi
    Yin, Lijun
    19TH INTERNATIONAL CONFERENCE ON PATTERN RECOGNITION, VOLS 1-6, 2008, : 104 - 107
  • [2] Efficient Monocular Pose Estimation for Complex 3D Models
    Rubio, A.
    Villamizar, M.
    Ferraz, L.
    Penate-Sanchez, A.
    Ramisa, A.
    Simo-Serra, E.
    Sanfeliu, A.
    Moreno-Noguer, F.
    2015 IEEE INTERNATIONAL CONFERENCE ON ROBOTICS AND AUTOMATION (ICRA), 2015, : 1397 - 1402
  • [3] Robust pose estimation with 3D textured models
    Gall, Juergen
    Rosenhahn, Bodo
    Seidel, Hans-Peter
    ADVANCES IN IMAGE AND VIDEO TECHNOLOGY, PROCEEDINGS, 2006, 4319 : 84 - +
  • [4] Accurate Localization and Pose Estimation for Large 3D Models
    Svarm, Linus
    Enqvist, Olof
    Oskarsson, Magnus
    Kahl, Fredrik
    2014 IEEE CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION (CVPR), 2014, : 532 - 539
  • [5] Constructing Implicit 3D Shape Models for Pose Estimation
    Arie-Nachimson, Mica
    Basri, Ronen
    2009 IEEE 12TH INTERNATIONAL CONFERENCE ON COMPUTER VISION (ICCV), 2009, : 1341 - 1348
  • [6] AUTOMATIC GENERATION OF 3D BUILDING MODELS BY BUILDING POLYGONS ORTHOGONALIZATION
    Sugihara, Kenichi
    Shen, Zhen-Jiang
    PROCEEDINGS OF THE INTERNATIONAL CONFERENCES ON INTERFACES AND HUMAN COMPUTER INTERACTION 2015, GAME AND ENTERTAINMENT TECHNOLOGIES 2015 AND COMPUTER GRAPHICS, VISUALIZATION, COMPUTER VISION AND IMAGE PROCESSING 2015, 2015, : 140 - 146
  • [7] Automatic Generation of 3D Building Models by Rectification of Building Polygons
    Sugihara, Kenichi
    Shen, Zhen-Jiang
    ADVANCED SCIENCE LETTERS, 2015, 21 (12) : 3649 - 3654
  • [8] Highly Accurate and Fully Automatic 3D Head Pose Estimation and Eye Gaze Estimation Using RGB-D Sensors and 3D Morphable Models
    Ghiass, Reza Shoja
    Arandjelovic, Ognjen
    Laurendeau, Denis
    SENSORS, 2018, 18 (12)
  • [9] Saliency-Guided 3D Head Pose Estimation on 3D Expression Models
    Liu, Peng
    Reale, Michael
    Zhang, Xing
    Yin, Lijun
    ICMI'13: PROCEEDINGS OF THE 2013 ACM INTERNATIONAL CONFERENCE ON MULTIMODAL INTERACTION, 2013, : 75 - 78
  • [10] Face pose estimation with automatic 3D model creation in challenging scenarios
    Jimenez, Pedro
    Bergasa, Luis M.
    Nuevo, Jesus
    Alcantarilla, Pablo F.
    IMAGE AND VISION COMPUTING, 2012, 30 (09) : 589 - 602