• DocumentCode
    1930753
  • Title

    Self-Tuning Vision System for Monitoring Bioreactor Cell Populations

  • Author

    Doncescu, Andrei ; Kabbaj, N.

  • Author_Institution
    LAAS-CNRS, Univ. of Toulouse, Toulouse
  • fYear
    2009
  • fDate
    16-19 March 2009
  • Firstpage
    930
  • Lastpage
    934
  • Abstract
    A common goal of biotechnological research and of commercial production is the definition of optimum conditions for achieving predetermined objectives. This goal is usually translated into the problem of finding the optimum control strategy that will produce the desired end-product. Today´s fermentation controllers rely mostly on environmental state variables which only provide information on the general behavior of the culture. To achieve optimum performance an on-line supervision of growth is essential. Image processing is widely employed in the laboratory for cell analysis and provides a single cell analysis. The morphological appearance of a microbial cell provides information regarding its health and implications on its metabolic status.
  • Keywords
    adaptive control; bioreactors; cellular biophysics; computer vision; fermentation; mathematical morphology; optimal control; wavelet transforms; bioreactor cell population monitoring; biotechnology; environmental state variable; fermentation controller; image processing; microbial cell morphological appearance; optimum control strategy; self-tuning vision system; wavelet transform; Bioreactors; Cells (biology); Fungi; Image analysis; Image processing; Machine vision; Microscopy; Monitoring; Morphology; Production; cell modelling; noisy image segmentation; single cell analysis;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Complex, Intelligent and Software Intensive Systems, 2009. CISIS '09. International Conference on
  • Conference_Location
    Fukuoka
  • Print_ISBN
    978-1-4244-3569-2
  • Electronic_ISBN
    978-0-7695-3575-3
  • Type

    conf

  • DOI
    10.1109/CISIS.2009.188
  • Filename
    5066902