• DocumentCode
    320917
  • Title

    Shape measurement method integrating stereo vision and shape-from-shading with evolutionary programming

  • Author

    Kobayashi, Futoshi ; Fukuda, Toshio ; Shimojima, Koji ; Takusagawa, Teruhiko

  • Author_Institution
    Dept. of Micro Syst. Eng., Nagoya Univ., Japan
  • Volume
    3
  • fYear
    1997
  • fDate
    7-11 Sep 1997
  • Firstpage
    1561
  • Abstract
    In this paper, we propose a new method for measuring the shape of objects. The proposed method is based on integrating stereo vision and shape-from-shading with evolutionary programming (EP). In some traditional methods the reflection of objects is treated as diffused reflection. However, the reflection of real objects consists of diffused and specular reflections, thus some methods cannot be applied to real objects. Photometric stereo can be applied to real objects, but this method needs many original images for measuring the shape accurately. The proposed method can apply Phong model to a reflectivity function and measure the shape of the object which have the effect of diffused and specular reflections. The method described using EP identifies the reflectivity function accurately
  • Keywords
    computer vision; edge detection; genetic algorithms; image matching; light reflection; shape measurement; stereo image processing; Phong model; computer vision; diffused reflection; edge segment matching; evolutionary programming; photometric stereo; reflectivity function; shape measurement; shape-from-shading; specular reflection; stereo vision; Algorithm design and analysis; Focusing; Genetic programming; Humans; Inspection; Photometry; Reflection; Shape measurement; Stereo vision; Systems engineering and theory;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Intelligent Robots and Systems, 1997. IROS '97., Proceedings of the 1997 IEEE/RSJ International Conference on
  • Conference_Location
    Grenoble
  • Print_ISBN
    0-7803-4119-8
  • Type

    conf

  • DOI
    10.1109/IROS.1997.656566
  • Filename
    656566