Volume 42 Issue 2
Feb.  2016
Turn off MathJax
Article Contents
ZHANG Haopeng, WEI Quanmao, ZHANG Wei, et al. Sequential-image-based space object 3D reconstruction[J]. Journal of Beijing University of Aeronautics and Astronautics, 2016, 42(2): 273-279. doi: 10.13700/j.bh.1001-5965.2015.0117(in Chinese)
Citation: ZHANG Haopeng, WEI Quanmao, ZHANG Wei, et al. Sequential-image-based space object 3D reconstruction[J]. Journal of Beijing University of Aeronautics and Astronautics, 2016, 42(2): 273-279. doi: 10.13700/j.bh.1001-5965.2015.0117(in Chinese)

Sequential-image-based space object 3D reconstruction

doi: 10.13700/j.bh.1001-5965.2015.0117
  • Received Date: 06 Mar 2015
  • Publish Date: 20 Feb 2016
  • Space object 3D reconstruction is of important significance for both space situational awareness and theoretical study. A new structure from motion method was proposed to avoid the reconstruction error caused by the symmetrical structure and similar texture of space targets. In this method, new images were added sequentially for reconstruction using the imaging time as a priori knowledge. In addition, image simulation of space target and ground imaging simulation experiment were carried out for the lack of space target image data. And experiments on the simulated space target images, in which the motion analysis results are accurate and robust to noise, and the recovery 3D point cloud can express the structural information of the target to a certain extent, have demonstrated the effectiveness of the approach proposed, and the boundary conditions of multi-frame-image for 3D reconstruction are acquired as well.

     

  • loading
  • [1]
    TOMASI C,KANADE T.Shape and motion from image streams under orthography:A factorization method[J].International Journal of Computer Vision,1992,9(2):137-154.
    [2]
    SHUM H Y,HAN M,SZELISKI R.Interactive construction of 3D models from panoramic mosaics[C]//CVPR '98 Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition.Los Alamitos:IEEE Computer Society,1998:427-433.
    [3]
    CIPOLLA R,ROBERTSON D,BOYER E.Photobuilder-3D models of architectural scenes from uncalibrated images[C]//IEEE International Conference on Multimedia Computing and Systems.Los Alamitos:IEEE Computer Society,1999,1:25-31.
    [4]
    PRITCHETT P,ZISSERMAN A.Matching and reconstruction from widely separated views[C]//Proceeding of the European Workshop on 3D Structure from Multiple Images of Large-Scale Environments.Berlin:Springer,1998:92.
    [5]
    FAUGERAS O,ROBERT L,LAVEAU S,et al.3-D reconstruction of urban scenes from image sequences[J].Computer & Image Understanding,1997,69(3):292-309.
    [6]
    NISTÉR D.Reconstruction from uncalibrated sequences with a hierarchy of trifocal tensors[C]//European Conference on Computer Vision 2000.Berlin:Springer,2000,1842:649-663.
    [7]
    NISTÉR D.Calibration with robust use of cheirality by quasi-affine reconstruction of the set of camera projection centres[C]//8th IEEE International Conference on Computer Vision(ICCV 2001).Los Alamitos:IEEE Computer Society,2001:116-123.
    [8]
    NISTÉR D.Frame decimation for structure and motion[C]//2nd European Workshop on 3D Structure from Multiple Images of Large-Scale Environments.Berlin:Springer,2000:17-34.
    [9]
    POLLEFEYS M,KOCH R,VERGAUWEN M,et al.Automated reconstruction of 3D scenes from sequences of images[J].ISPRS Journal of Photogrammetry and Remote Sensing,2000,55(4):251-267.
    [10]
    POLLEFEYS M,GOOL L V,VERGAUWEN M,et al.Visual modeling with a hand-held camera[J].International Journal of Computer Vision,2004,59(3):207-232.
    [11]
    POLLEFEYS M,NISTÉR D,FRAHM J M,et al.Detailed real-time urban 3D reconstruction from video[J].International Journal of Computer Vision,2008,78(2-3):143-167.
    [12]
    SNAVELY N,SEITZ S M,SZELISKI R.Photo tourism:Exploring photo collections in 3D[J].ACM Transactions on Graphics,2006,25(3):835-846.
    [13]
    SNAVELY N,SEITZ S M,SZELISKI R.Modeling the world from internet photo collections[J].International Journal of Computer Vision,2008,80(2):189-210.
    [14]
    TRIGGS B,MCLAUCHLAN P F,HARTLEY R I,et al.Bundle adjustment:A modern synthesis[M]//TRIGGS B,ZISSERMAN A,SZELISKI R.Vision algorithms:Theory and practice.Berlin:Springer,2000:298-372.
    [15]
    LOURAKIS M I A,ARGYROS A A.SBA:A software package for generic sparse bundle adjustment[J].ACM Transactions on Mathematical Software(TOMS),2009,36(1):1-30.
    [16]
    FURUKAWA Y,PONCE J.Accurate,dense,and robust multiview stereopsis[J].IEEE Transactions on Pattern Analysis and Machine Intelligence,2010,32(8):1362-1376.
    [17]
    傅丹.基于直线特征的空间目标三维结构重建和位姿测量方法研究[D].长沙:国防科学技术大学,2008:17-126. FU D.Researches on three-dimensional structure reconstruction and pose measurements based on line feature for space targets[D].Changsha:National University of Defense Technology,2008:17-126(in Chinese).
    [18]
    唐永鹤.基于序列图像的空间非合作目标三维重建关键技术研究[D].长沙:国防科学技术大学,2012:13-36. TANG Y H.Researches on 3D reconstruction technologies for non-cooperative space targets using image sequences[D].Changsha:National University of Defense Technology,2012:13-36(in Chinese).
    [19]
    曾蔚,王汇源,刘莹奇,等.基于IR-SFS算法空间目标红外影像3D重建[J].中国光学,2014,7(3):376-388. ZENG W,WANG H Y,LIU Y Q,et al.3D reconstruction of space target IR image based on IR-SFS algorithm[J].Chinese Optics,2014,7(3):376-388(in Chinese).
    [20]
    LOWE D G.Distinctive image features from scale-invariant keypoints[J].International Journal of Computer Vision,2004,60(2):91-110.
    [21]
    FORSYTH D A,PONCE J.Computer vision:A modern approach[M].Upper Saddle River:Prentice-Hall,2003:294-299.
    [22]
    SNAVELY N.Bundler:Structure from motion(SfM) for unordered image collectionshttp[EB/OL].(2014-11-17)[2015-02-10].http//www.cs.cornell.edu/~snavely/bundler/.
    [23]
    ZHANG W,JIANG Z G,LUO J W,et al.Optical image simulation system for space surveillance[C]//International Conference on Image and Graphics.Piscataway,NJ:IEEE Press,2013:721-726.
  • 加载中

Catalog

    通讯作者: 陈斌, bchen63@163.com
    • 1. 

      沈阳化工大学材料科学与工程学院 沈阳 110142

    1. 本站搜索
    2. 百度学术搜索
    3. 万方数据库搜索
    4. CNKI搜索

    Article Metrics

    Article views(915) PDF downloads(713) Cited by()
    Proportional views
    Related

    /

    DownLoad:  Full-Size Img  PowerPoint
    Return
    Return