• DocumentCode
    2791923
  • Title

    Three-dimensional tracing of neurites in fluorescence microscopy images using local path-finding

  • Author

    Gedda, M. ; Vallotton, P.

  • Author_Institution
    Centre for Image Anal., Uppsala Univ., Uppsala, Sweden
  • fYear
    2010
  • fDate
    14-19 March 2010
  • Firstpage
    646
  • Lastpage
    649
  • Abstract
    Neurite tracing in 3D neuron images is important when it comes to analysing the growth and functionality of nerve cells. The methods used today are either of high complexity, limiting throughput, or semi-automatic, i.e., requiring user interaction. This makes them unsuitable for analysis where high throughput is needed. In this work we propose a method designed for low complexity and void of user interaction by using local path-finding. The method is illustrated on both phantom and real data, and compared with a widely used commercial software package with promising results.
  • Keywords
    bio-optics; biomedical optical imaging; fluorescence; medical image processing; neurophysiology; fluorescence microscopy; local path-finding; neurite; neuron; phantom; three-dimensional tracing; Design methodology; Feature extraction; Fluorescence; Image analysis; Imaging phantoms; Large-scale systems; Microscopy; Neurons; Software packages; Throughput; 3D; Tracing; neurite; path-finding;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Acoustics Speech and Signal Processing (ICASSP), 2010 IEEE International Conference on
  • Conference_Location
    Dallas, TX
  • ISSN
    1520-6149
  • Print_ISBN
    978-1-4244-4295-9
  • Electronic_ISBN
    1520-6149
  • Type

    conf

  • DOI
    10.1109/ICASSP.2010.5495143
  • Filename
    5495143