• DocumentCode
    2787523
  • Title

    An MRF approach for interpreting thermochromic paint

  • Author

    Griffin, A. ; Windeatt, T. ; Stoddart, A.J. ; Kittler, J. ; Crida, R.C.

  • Author_Institution
    Sch. of Electron. Eng., Inf. Technol. & Math., Surrey Univ., Guildford, UK
  • Volume
    2
  • fYear
    1998
  • fDate
    16-20 Aug 1998
  • Firstpage
    1741
  • Abstract
    Thermochromic paint, paint that changes colour according to the maximum temperature it has experienced, has a variety of uses within the automotive industry. Currently interpretation is performed manually by a human operator. This paper addresses the task of automatic interpretation, specifically addressing problems relating to feature space ambiguity. We derive a cost function to overcome these problems and utilise this within a simulated annealing framework. The method was developed using synthetic data which models the causes of ambiguity, and results are presented for real image data derived from paint-coated industrial parts
  • Keywords
    Markov processes; automobile industry; computer vision; simulated annealing; thermo-optical effects; MRF approach; Markov random fields; automotive industry; cost function; feature space ambiguity; image data; simulated annealing; thermochromic paint interpretation; Automotive engineering; Calibration; Colored noise; Cost function; Humans; Paints; Spline; Temperature distribution; Temperature sensors; Thermochromism;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Pattern Recognition, 1998. Proceedings. Fourteenth International Conference on
  • Conference_Location
    Brisbane, Qld.
  • ISSN
    1051-4651
  • Print_ISBN
    0-8186-8512-3
  • Type

    conf

  • DOI
    10.1109/ICPR.1998.712062
  • Filename
    712062