• DocumentCode
    2852881
  • Title

    Levelset based segmentation using data driven shape prior on feature histograms

  • Author

    Litvin, Andrew ; Karl, U. Clem

  • Author_Institution
    Dept. of Electr. & Comput. Eng., Boston Univ., MA, USA
  • fYear
    2003
  • fDate
    28 Sept.-1 Oct. 2003
  • Firstpage
    166
  • Lastpage
    169
  • Abstract
    We develop a new data driven shape prior for use in image segmentation. This prior is designed to penalize the differences between the distributions of contour features obtained from training data shapes and those of a segmenting curve. We incorporate this prior into a level set segmentation framework and present an efficient method for its implementation.
  • Keywords
    image segmentation; data driven shape; feature histograms; image segmentation; levelset based segmentation; Biomedical imaging; Data engineering; Histograms; Image segmentation; Layout; Level set; Object segmentation; Shape; Topology; Training data;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Statistical Signal Processing, 2003 IEEE Workshop on
  • Print_ISBN
    0-7803-7997-7
  • Type

    conf

  • DOI
    10.1109/SSP.2003.1289370
  • Filename
    1289370
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=2852881