• DocumentCode
    2809392
  • Title

    Automated actin filament segmentation, tracking and tip elongation measurements based on open active contour models

  • Author

    Li, Hongsheng ; Shen, Tian ; Smith, Matthew B. ; Fujiwara, Ikuko ; Vavylonis, Dimitrios ; Huang, Xiaolei

  • Author_Institution
    Dept. of Comput. Sci. & Eng., Lehigh Univ., Bethlehem, PA, USA
  • fYear
    2009
  • fDate
    June 28 2009-July 1 2009
  • Firstpage
    1302
  • Lastpage
    1305
  • Abstract
    This paper presents an automated method for actin filament segmentation and tracking for measuring tip elongation rates in total internal reflection fluorescence microscopy (TIRFM) images. The main contributions of the paper are: (i) we use a novel open active contour model for filament segmentation and tracking, which is fast and robust against noise; and (ii) different strategies are proposed to solve the filament intersection problem, which is shown to be the main difficulty in filament tracking. Application to experimental results demonstrated the robustness and effectiveness of this method.
  • Keywords
    fluorescence; image registration; image segmentation; image sequences; medical image processing; molecular biophysics; polymerisation; proteins; actin filament segmentation; actin filament tracking; open active contour model; tip elongation rates; total internal reflection fluorescence microscopy; Active contours; Fluorescence; Image segmentation; In vitro; Kinetic theory; Microscopy; Noise robustness; Polymers; Proteins; Reflection; Actin Filament; Active Contour Models; Elongation Measurement; Tracking;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Biomedical Imaging: From Nano to Macro, 2009. ISBI '09. IEEE International Symposium on
  • Conference_Location
    Boston, MA
  • ISSN
    1945-7928
  • Print_ISBN
    978-1-4244-3931-7
  • Electronic_ISBN
    1945-7928
  • Type

    conf

  • DOI
    10.1109/ISBI.2009.5193303
  • Filename
    5193303