• DocumentCode
    1206138
  • Title

    Multiple paths extraction in images using a constrained expanded trellis

  • Author

    Sun, Changming ; Appleton, Ben

  • Author_Institution
    CSIRO Math. & Inf. Sci., North Ryde, NSW, Australia
  • Volume
    27
  • Issue
    12
  • fYear
    2005
  • Firstpage
    1923
  • Lastpage
    1933
  • Abstract
    Single shortest path extraction algorithms have been used in a number of areas such as network flow and image analysis. In image analysis, shortest path techniques can be used for object boundary detection, crack detection, or stereo disparity estimation. Sometimes one needs to find multiple paths as opposed to a single path in a network or an image where the paths must satisfy certain constraints. In this paper, we propose a new algorithm to extract multiple paths simultaneously within an image using a constrained expanded trellis (CET) for feature extraction and object segmentation. We also give a number of application examples for our multiple paths extraction algorithm.
  • Keywords
    feature extraction; image segmentation; constrained expanded trellis; feature extraction; image extraction; multiple paths extraction; object segmentation; Cost function; Dynamic programming; Feature extraction; Image analysis; Intelligent networks; Object detection; Object segmentation; Radar tracking; Roads; Sun; Index Terms- Multiple paths extraction; constrained expanded trellis; feature extraction; object segmentation.; Algorithms; Artificial Intelligence; Image Enhancement; Image Interpretation, Computer-Assisted; Imaging, Three-Dimensional; Information Storage and Retrieval; Pattern Recognition, Automated;
  • fLanguage
    English
  • Journal_Title
    Pattern Analysis and Machine Intelligence, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0162-8828
  • Type

    jour

  • DOI
    10.1109/TPAMI.2005.247
  • Filename
    1524985