• DocumentCode
    3588194
  • Title

    Quantitative evaluation of accuracy of digital microscope system for automated petrographic analysis

  • Author

    Baklanova, Olga E. ; Kornev, Vyacheslav A. ; Shvets, Olga Ya.

  • Author_Institution
    Department of Mathematical and Computer Modelling, D.Serikbayev East-Kazakhstan State Technical University, 19, Serikbaeva Street, Ust-Kamenogorsk, The Republic Kazakhstan
  • fYear
    2014
  • Firstpage
    560
  • Lastpage
    566
  • Abstract
    The purpose of this paper is quantitative estimation of the reliability of digital microscopy systems for automated petrographic analysis. The proposed method consists in measuring the intensity of the three spectral components of the reflected light (red, green, blue) in each pixel of the investigated surface (frame) and using of methods of pattern recognition of images in geological and mineralogical researches of a rock sample. The proposed technology is offered for preparation of a rock sample in system to a quality and quantitative standard of the maintenance minerals with use of technical sight and software for increase of reliability of results. Statement of the problem is the following: it is necessary to develop a model for assessing the reliability of the monitoring process, taking into account the statistical nature of standards for petrographic analysis and using system process control agents. Mathematical models of an assessment and forecasting of reliability measuring system and control of the maintenance useful minerals in studied a rock sample are developed.
  • Keywords
    Color; Measurement uncertainty; Minerals; Process control; Reliability; Rocks; Standards; Digital Microscopy; Evaluation of Reliability; Image Recognition; Machine Vision; Petrographic Analysis; a Rock Sample;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Simulation and Modeling Methodologies, Technologies and Applications (SIMULTECH), 2014 International Conference on
  • Type

    conf

  • Filename
    7095077