Literature DB >> 27260343

A novel regression model from RGB image data to spectroradiometric correlates optimized for tooth colored shades.

Melody N Carney1, William M Johnston2.   

Abstract

OBJECTIVES: Objectives of this study were to correlate RGB data from the VITA Linearguide 3D Master and VITA Bleached Guide 3D Master shade guides with their spectroradiometric correlates through a regression model while indicating a methodology for validation of accuracy of digital imaging systems. Additional objectives were to provide summary RGB data and to determine a relationship between lightness and RGB values for these shade guides.
METHODS: Radiant energy measurements and images were taken with a Canon Rebel T3i and Macro Ring Lite MR-14EX for each shade tab. RGB data was extracted using Image J and compared with spectroradiometric measurements. Regression models relating the RGB data to spectroradiometric counterparts in CIE XYZ and absolute reflectance were developed using SAS 9.3. Image data was statistically analyzed to determine a relationship between RGB values and lightness.
RESULTS: Regression models with R(2) values greater than 0.99 for RGB to XYZ and greater than 0.95 for RGB to absolute reflectance were developed. Summary RGB data for the shade guides including Pearson correlation coefficients ranging between -0.92 and -0.97 for RGB related to lightness was determined.
CONCLUSIONS: A relationship between RGB and lightness for the shade guides was found. Regression models were developed that allow tooth color information to be translated from digital images to accurate shade tab correlates for color matching purposes in dentistry. This allows for optimal color accuracy when using digital imaging to translate color information and provides a method of validating digital imaging systems for color accuracy.
Copyright © 2016 Elsevier Ltd. All rights reserved.

Entities:  

Keywords:  CIEDE2000; CIEL*a*b*; Color accuracy; Color matching; Digital images; RGB; Regression model; Spectroradiometry

Mesh:

Year:  2016        PMID: 27260343      PMCID: PMC4962609          DOI: 10.1016/j.jdent.2016.05.011

Source DB:  PubMed          Journal:  J Dent        ISSN: 0300-5712            Impact factor:   4.379


  13 in total

Review 1.  Dental color matching instruments and systems. Review of clinical and research aspects.

Authors:  Stephen J Chu; Richard D Trushkowsky; Rade D Paravina
Journal:  J Dent       Date:  2010-08-01       Impact factor: 4.379

2.  Influence of window size in small-window colour measurement, particularly of teeth.

Authors:  R A Bolt; J J Bosch; J C Coops
Journal:  Phys Med Biol       Date:  1994-07       Impact factor: 3.609

3.  Color accuracy of commercial digital cameras for use in dentistry.

Authors:  Alvin G Wee; Delwin T Lindsey; Shanglun Kuo; William M Johnston
Journal:  Dent Mater       Date:  2005-09-29       Impact factor: 5.304

4.  A clinical evaluation of the individual repeatability of three commercially available colour measuring devices.

Authors:  R Khurana; C J Tredwin; M Weisbloom; D R Moles
Journal:  Br Dent J       Date:  2007-12-22       Impact factor: 1.626

5.  Repeatability and interdevice reliability of two portable color selection devices in matching and measuring tooth color.

Authors:  Panagiotis E Lagouvardos; Aggeliki G Fougia; Sofia A Diamantopoulou; Gregory L Polyzois
Journal:  J Prosthet Dent       Date:  2009-01       Impact factor: 3.426

6.  Reliability and accuracy of four dental shade-matching devices.

Authors:  Seungyee Kim-Pusateri; Jane D Brewer; Elaine L Davis; Alvin G Wee
Journal:  J Prosthet Dent       Date:  2009-03       Impact factor: 3.426

7.  In vitro comparison of visual and computer-aided pre- and post-tooth shade determination using various home bleaching procedures.

Authors:  Andrej M Kielbassa; Nils J Beheim-Schwarzbach; Konrad Neumann; Rer Nat; Catharina Zantner
Journal:  J Prosthet Dent       Date:  2009-02       Impact factor: 3.426

Review 8.  Intraclass correlations: uses in assessing rater reliability.

Authors:  P E Shrout; J L Fleiss
Journal:  Psychol Bull       Date:  1979-03       Impact factor: 17.737

9.  Acceptability of shade differences in metal ceramic crowns.

Authors:  R D Douglas; J D Brewer
Journal:  J Prosthet Dent       Date:  1998-03       Impact factor: 3.426

10.  Precision of in vivo colorimetric assessments of teeth.

Authors:  R D Douglas
Journal:  J Prosthet Dent       Date:  1997-05       Impact factor: 3.426

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  2 in total

1.  The development of a novel shade selection program for fixed shade translucent dental materials.

Authors:  Melody N Carney; William M Johnston
Journal:  J Dent       Date:  2017-05-16       Impact factor: 4.379

2.  The color stability and wear resistance of provisional implant restorations: A prospective clinical study.

Authors:  Vasilios Alevizakos; Gergo Mitov; Franziska Teichert; Constantin von See
Journal:  Clin Exp Dent Res       Date:  2020-07-31
  2 in total

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