• DocumentCode
    1822850
  • Title

    Detection of full length microtubules in live microscopy images

  • Author

    Berlemont, S. ; Tournebize, R. ; Bensimon, A. ; Olivo-Marin, J.-C.

  • Author_Institution
    Inst. Pasteur, CNRS, Paris
  • fYear
    2008
  • fDate
    14-17 May 2008
  • Firstpage
    851
  • Lastpage
    854
  • Abstract
    The common way to study microtubule dynamics in microscopy image sequences is to track the growing ends of microtubules. However, this strategy may fail for dense microtubules due to numerous ambiguities in point association. We suggest that detecting and tracking full length microtules, instead of tracking their extremities only, would provide substantial information to resolve these ambiguities. In this paper, we propose a first part toward that end by introducting a fully automated detection method of full length microtubules, with a statistical control of false detections. It is based on the Feature-adapted Beamlet transform which has been successfully used for filament detection [1]. We provide three improvements to our previous work: i) a normalization of beamlet coefficients, ii) a scale-dependent thresholding of beamlets and iii) a novel beamlet chaining algorithm, adapted to microtubules images.
  • Keywords
    cellular biophysics; medical image processing; optical microscopy; feature adapted Beamlet transform; live microscopy images; microtubule detection; microtubule dynamics; point association; Automatic control; Bioinformatics; Extremities; Filters; Genomics; Image analysis; Image sequence analysis; Image sequences; Microscopy; Particle tracking; Beamlet transform; Radon transform; feature; microtubule dynamics analysis; steerable filters;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Biomedical Imaging: From Nano to Macro, 2008. ISBI 2008. 5th IEEE International Symposium on
  • Conference_Location
    Paris
  • Print_ISBN
    978-1-4244-2002-5
  • Type

    conf

  • DOI
    10.1109/ISBI.2008.4541130
  • Filename
    4541130