Colour quality of facial prostheses in additive manufacturing

  • Ali Sohaib
  • Kinjiro Amano
  • Kaida Xiao
  • Julian M. Yates
  • Charles Whitford
  • Sophie Wuerger
Open Access
ORIGINAL ARTICLE
  • 59 Downloads

Abstract

Recent progress in additive manufacturing technology has improved the realistic colour reproduction of 3D facial prostheses with computational optimisation of skin colour profiles. The colour appearance of the prosthetic surface depends on both the spectral characteristics of the surfaces and the scene illumination. Considering everyday environments, the colours of prosthetic surfaces should appear constant under various illuminations, although such evaluations on facial prostheses have had limited success to date. In this study, colour quality was assessed throughout the additive manufacturing process, namely, from the colour profile optimisation to the colour reproduction on the 3D facial prostheses. Colour profiles optimised for typical skin colour samples were applied to manufacture facial prostheses with two skin types, Caucasian and Chinese. The colour quality was assessed by the colour difference metric CIEDE2000 and spectral similarity against corresponding real skin data. The constant colour appearance of the prosthetic surfaces under different illuminations was estimated by introducing a reproduction colour-constancy index. The CIEDE2000 between the prosthetic and real skins was approximately 7.2 on average over all skin types and facial areas, which is slightly larger than the acceptable perceptual error. The level was relatively constant under different illuminations selected from the CIE standard daylight and fluorescent lights. The reproduction colour-constancy index ranged from 0.34 to 0.89, which is remarkably similar to the level observed in traditional colour constancy data in vision sciences. Spectral errors were close to those obtained by computational spectral reconstruction from digital RGB colours. These results suggest that the proposed colour management for facial prostheses may satisfy the requirement of colour quality in everyday environments with various illuminations. The causes and further improvement of the remaining errors in the manufacturing process are also discussed.

Keywords

Human facial prostheses 3D colour printing Skin colour, colour management Perceptual error JND DeltaE 

Notes

Acknowledgements

Some of the results were reported at the 17th Vision Sciences Society Annual Meeting, 19–24 May 2017, St. Pete Beach, FL., USA.

Compliance with ethical standards

All experiments were conducted following approval by the University of Liverpool Research Ethics Committee, which operates in accordance with the Declaration of Helsinki. Signed consent was obtained from each subject who took part in the measurements.

Conflict of interest

The authors declare that they have no conflict of interest.

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Copyright information

© The Author(s) 2018

Open Access This article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made.

Authors and Affiliations

  • Ali Sohaib
    • 1
    • 2
  • Kinjiro Amano
    • 1
    • 3
  • Kaida Xiao
    • 4
    • 5
  • Julian M. Yates
    • 1
  • Charles Whitford
    • 6
  • Sophie Wuerger
    • 4
  1. 1.School of Medical Sciences, Division of DentistryUniversity of ManchesterManchesterUK
  2. 2.School of Science & TechnologyNottingham Trent UniversityNottinghamUK
  3. 3.School of Electrical and Electronic EngineeringUniversity of ManchesterManchesterUK
  4. 4.Department of Psychological SciencesUniversity of LiverpoolLiverpoolUK
  5. 5.The School of DesignUniversity of LeedsLeedsUK
  6. 6.School of EngineeringUniversity of LiverpoolLiverpoolUK

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