Title of article :
Automated quantification of dental plaque accumulation using digital imaging
Author/Authors :
Kevin Carter، نويسنده , , Gabriel Landini، نويسنده , , A. Damien Walmsley، نويسنده ,
Issue Information :
روزنامه با شماره پیاپی سال 2004
Pages :
6
From page :
623
To page :
628
Abstract :
Objectives Most dental plaque indices have a subjective component due to investigator interpretation. To assess the accumulation of plaque on teeth, a fully automated method was developed based on digital imaging of methylene blue (1% w/v) disclosed plaque. Methods Intra-oral colour images of disclosed plaque from 25 individuals were coded into hue, saturation and intensity colour space. Unequivocal areas of clean teeth, plaque and clean gingiva were sampled to determine the typical values of hue, saturation and intensity of light. Results Discriminant analysis showed that the success rate for classification of the pixels as plaque and non-plaque was 87.3% based on saturation and intensity, and 98.7% for a classifier based on hue and intensity. Fisherʹs function coefficients were used to create classification boundaries in the colour space which would allow to automatically classify new images. Conclusions This method has potential for automated and quantitative measurement screening of dental plaque that may be used to assess the efficacy of oral hygiene products and procedures.
Keywords :
Dental plaque , indices , Automation , Image analysis
Journal title :
Journal of Dentistry
Serial Year :
2004
Journal title :
Journal of Dentistry
Record number :
507352
Link To Document :
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