• DocumentCode
    2673311
  • Title

    The surface geometry of the single texture object recovery based on a single image

  • Author

    Zhang, Lijing ; Li, Xufeng

  • Author_Institution
    Inf. & Network Manage. Center, North China Electr. Power Univ., Baoding, China
  • Volume
    5
  • fYear
    2010
  • fDate
    27-29 March 2010
  • Firstpage
    652
  • Lastpage
    655
  • Abstract
    The method of surface geometry of object recovery mentioned in this paper can gain 3D dimensions of objects surface geometry only using a single image on the basis of brightness change. In this paper, the background knowledge and the methods related to SFS are briefly introduced. Based on the analysis and comparison of various reconstruction algorithms, this paper gives a new method of surface geometry recovery of objects from a single image. It is more simple and applicable. Using this method, hardware equipments only include image pick-up system and a computer. The operation mode is the uncomplicated principle of optical lens imaging. The core idea of this research is using image shading to recover surface geometry of objects. The shading is the 3D cues left in 2D image. In the coordinates of light source, the surface normal vectors corresponding to every pixel are calculated. Then these vectors are converted to the coordinates of image through the coordinate conversion, so surface geometry of objects are gained. This paper also analyzed the precision of the 3D recovery results.
  • Keywords
    image reconstruction; image texture; object detection; surface fitting; brightness change; coordinate conversion; image shading; optical lens imaging principle; reconstruction algorithms; shape from shading; single image; single texture object recovery; surface geometry recovery; surface normal vectors; Algorithm design and analysis; Brightness; Geometrical optics; Geometry; Hardware; Image analysis; Image converters; Reconstruction algorithms; Surface reconstruction; Surface texture; SFS; computer vision; image proeessing; surface geometry reeovery;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Advanced Computer Control (ICACC), 2010 2nd International Conference on
  • Conference_Location
    Shenyang
  • Print_ISBN
    978-1-4244-5845-5
  • Type

    conf

  • DOI
    10.1109/ICACC.2010.5486789
  • Filename
    5486789