• DocumentCode
    3053777
  • Title

    Correspondence from color shading

  • Author

    Nguyen, Hong H. ; Cohen, Paul

  • Author_Institution
    Perception & Robotics Lab., Ecole Polytech., Montreal, Que., Canada
  • fYear
    1992
  • fDate
    30 Aug-3 Sep 1992
  • Firstpage
    113
  • Lastpage
    116
  • Abstract
    Presents a region-based matching algorithm, working on the color shading information (red, green and blue) contained in an image pair. In each color image, the regions are defined as connected areas within which the shading surface (i.e. the surface whose height at each location equals the color brightness in the image) maintains constant-sign Gaussian and mean curvatures. Region characteristics and adjacency information are explored by means of a region graph, in which each node corresponds to a particular region and is labeled with a vector of intraregional characteristics, while the arc joining two adjacent nodes is labeled with the relative position of the corresponding regions. The search for correspondences is restricted by means of a curvature consistency constraint, which states that matching regions must be embedded in areas of the shading surfaces having similar curvature characteristics. The disparity maps extracted from the R, G and B signals are combined at each resolution level of a coarse-to-fine strategy
  • Keywords
    brightness; graph theory; picture processing; adjacency information; color brightness; color shading information; connected areas; constant-sign Gaussian curvature; disparity maps; image pair; intraregional characteristics; mean curvatures; region graph; region-based matching algorithm; shading surface; Color; Data mining; Image edge detection; Image matching; Image resolution; Image segmentation; Laboratories; Robots; Signal resolution; Surface morphology;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Pattern Recognition, 1992. Vol.I. Conference A: Computer Vision and Applications, Proceedings., 11th IAPR International Conference on
  • Conference_Location
    The Hague
  • Print_ISBN
    0-8186-2910-X
  • Type

    conf

  • DOI
    10.1109/ICPR.1992.201520
  • Filename
    201520