• DocumentCode
    598787
  • Title

    Image analysis for soil dye tracer infiltration studies

  • Author

    Trancon y Widemann, Baltasar ; Bogner, C.

  • Author_Institution
    Comput. Sci., Univ. of Bayreuth, Bayreuth, Germany
  • fYear
    2012
  • fDate
    15-18 Oct. 2012
  • Firstpage
    409
  • Lastpage
    414
  • Abstract
    Flow processes in soils are closely related to groundwater quality often affected by human activities. Because hydrological models usually lack explanatory power, direct visualization of flow paths in dye tracer infiltration studies has become a standard tool in soil hydrology. These experiments provide images of dye-stained paths in soils and help evaluating the vulnerability or understanding the general hydrological functioning of a given site. Extracting relevant information demands expertise in hydrology as well as in image analysis and statistics. To our knowledge, no agreed and effective method to analyze large collections of such images exists in the soil hydrology community. In this paper we propose a general framework consisting of index functions and visual tools to support the expert in his/her evaluation of dye tracer infiltration images.
  • Keywords
    flow visualisation; geophysics computing; groundwater; hydrology; image processing; soil; flow path visualization; flow process; groundwater quality; hydrological function; hydrological model; image analysis; image evaluation; index function; soil dye tracer infiltration; soil hydrology; visual tool; Correlation; Entropy; Indexes; Measurement; Soil; Vectors; Visualization; Classification; Dye tracer study; Feature extraction; Machine learning; Soil hydrology; Visualization;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Image Processing Theory, Tools and Applications (IPTA), 2012 3rd International Conference on
  • Conference_Location
    Istanbul
  • ISSN
    2154-5111
  • Print_ISBN
    978-1-4673-2585-1
  • Type

    conf

  • DOI
    10.1109/IPTA.2012.6469517
  • Filename
    6469517