• DocumentCode
    2148722
  • Title

    Coastline detection using coupled variational level-set formulation

  • Author

    Bhaskar, H.

  • Author_Institution
    Dept. of Comput. Eng., Khalifa Univ., Abu Dhabi, United Arab Emirates
  • fYear
    2011
  • fDate
    3-4 Nov. 2011
  • Firstpage
    1
  • Lastpage
    6
  • Abstract
    In this paper, we describe a method of detecting dynamic coast-lines from ground-level images using an integrated level-set framework. A dynamic coastline is represented as the longest boundary of intersection of multiple moving fronts (geometric active contours) corresponding to multiple regions within the image together with model of their evolution using the level set formulation. The evolution of the various moving front is modelled using an adaptive variational formulation of the level set function that in-turn minimizes an appropriate energy function. We explore the performance of the model and show that the proposed method achieves better accuracy than other widely used methods for coastline extraction.
  • Keywords
    computational geometry; feature extraction; geophysical image processing; minimisation; adaptive variational formulation; coastline extraction; coupled variational level set formulation; dynamic coastline detection; energy function minimisation; geometric active contours; ground level images; integrated level set framework; multiple moving fronts; coastline detection; level set; multiple level set analysis; variational formulation;
  • fLanguage
    English
  • Publisher
    iet
  • Conference_Titel
    Imaging for Crime Detection and Prevention 2011 (ICDP 2011), 4th International Conference on
  • Conference_Location
    London
  • Electronic_ISBN
    978-1-84919-565-2
  • Type

    conf

  • DOI
    10.1049/ic.2011.0107
  • Filename
    6203658