A stochastic degradation model for ink fading of printed images

Ziyi Wang, E. A. Elsayed

Research output: Contribution to conferencePaperpeer-review

Abstract

Color printers produce a great number of images. However, ink discoloration induces color degradation of the images with time. Different from previous research that measures ink density or color as printed images fade, the area coverage of inks is considered as the degradation indicator in this paper. Based on the halftone printing technique used by modern color printers, we propose a multi-layered degradation transition diagram for ink fading. A stochastic Hull-White degradation model is developed from the differential equations implied by the ink fading transition diagram. Distribution of time to unacceptable fading and parameters estimation of the image degradation (fading) model are investigated. Numerical examples of ink fading and image fading are given to illustrate the proposed approach.

Original languageEnglish (US)
Pages1193-1198
Number of pages6
StatePublished - Jan 1 2018
Event2018 Institute of Industrial and Systems Engineers Annual Conference and Expo, IISE 2018 - Orlando, United States
Duration: May 19 2018May 22 2018

Other

Other2018 Institute of Industrial and Systems Engineers Annual Conference and Expo, IISE 2018
Country/TerritoryUnited States
CityOrlando
Period5/19/185/22/18

All Science Journal Classification (ASJC) codes

  • Control and Systems Engineering
  • Industrial and Manufacturing Engineering

Keywords

  • Catalytic fading
  • Degradation modeling
  • Image permanence
  • Prediction
  • Stochastic processes

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