TY - GEN
T1 - An examination of ham colour fading using optical fibre methods
AU - Sheridan, Cormac
AU - O'Farrell, Marion
AU - Lewis, Elfed
AU - Flanagan, Colin
AU - Kerry, John F.
AU - Jackman, Nick
PY - 2006
Y1 - 2006
N2 - 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.
AB - 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.
KW - CIE Lab
KW - Ham colour fading
KW - Multilayer perception neural networks
KW - Principal component analysis
KW - Self-organising maps
KW - Spectral reflections
UR - http://www.scopus.com/inward/record.url?scp=33846194175&partnerID=8YFLogxK
U2 - 10.1117/12.686162
DO - 10.1117/12.686162
M3 - Conference contribution
AN - SCOPUS:33846194175
SN - 0819464791
SN - 9780819464798
T3 - Proceedings of SPIE - The International Society for Optical Engineering
BT - Optics for Natural Resources, Agriculture, and Foods
T2 - Optics for Natural Resources, Agriculture, and Foods
Y2 - 3 October 2006 through 4 October 2006
ER -