An examination of ham colour fading using optical fibre methods

Cormac Sheridan, Marion O'Farrell, Elfed Lewis, Colin Flanagan, John F. Kerry, Nick Jackman

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

Abstract

Sliced ham products undergo significant discolouration and fading when placed in retail display cabinets. This is due to factors such as illumination of the display cabinet, packaging, i.e. low OTR (Oxygen Transmission Rate) or very low OTR packaging, product to headspace ratio and percentage of residual oxygen. This paper presents initial investigations into the development of a sensor to measure rate of colour fading in cured ham, in order to predict an optimum colour sell-by-date. An investigation has been carried out that shows that spectral reflections offer more reproducibility than CIE L*a*b* readings, which are, at present, most often used to measure meat colour. Self-Organising Maps were then used to classify the data into five colour fading stages, from very pink to grey. The results presented here show that this classifier could prove an effective system for determining the rate of colour fading in ham.

Original languageEnglish
Title of host publicationOptics for Natural Resources, Agriculture, and Foods
DOIs
Publication statusPublished - 2006
EventOptics for Natural Resources, Agriculture, and Foods - Boston, MA, United States
Duration: 3 Oct 20064 Oct 2006

Publication series

NameProceedings of SPIE - The International Society for Optical Engineering
Volume6381
ISSN (Print)0277-786X

Conference

ConferenceOptics for Natural Resources, Agriculture, and Foods
Country/TerritoryUnited States
CityBoston, MA
Period3/10/064/10/06

Keywords

  • CIE L*a*b*
  • Ham colour fading
  • Multilayer perception neural networks
  • Principal component analysis
  • Self-organising maps
  • Spectral reflections

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