Identification of mushrooms subjected to freeze damage using hyperspectral imaging

Journal of Food Engineering

Volumn 93, Issue 1, 2009, Pages 7-12

  Gowen, Aoife A ^a   Taghizadeh, Masoud ^a   O'Donnell, Colm P ^a  

^a UNIVERSITY COLLEGE DUBLIN   (Ireland)

Author keywords

Freeze damage; Hyperspectral imaging; Linear discriminant analysis; Mushroom; Principal components analysis

Indexed keywords

DAMAGE DETECTION; DISCRIMINANT ANALYSIS; FUNGI; IMAGE RETRIEVAL; THAWING;

FREEZE DAMAGE; HYPERSPECTRAL IMAGING; LINEAR DISCRIMINANT ANALYSIS; MUSHROOM; PRINCIPAL COMPONENTS ANALYSIS;

PRINCIPAL COMPONENT ANALYSIS;

AGARICUS BISPORUS; BASIDIOMYCOTA;

EID: 61849170621     PISSN: 02608774     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.jfoodeng.2008.12.021     Document Type: Article

References (22)

1. Barnes R.J., Dhanoa M.S., and Lister S.J. Standard normal variate transformation and de-trending of near-infrared diffuse reflectance spectra. Applied Spectroscopy 43 5 (1989) 772-777
2. Brennan M., Le Port G., and Gormley R. Post-harvest treatment with citric acid or hydrogen peroxide to extend the shelf life of fresh sliced mushrooms. LWT 33 (2000) 285-289
3. Chang, S., Miles, P., 2004. Mushrooms: Cultivation, Nutritional Value, Medicinal Effect, and Environmental Impact. CRC Press, ISBN: 0-849310-43-1, 9-780849310-43-0.
4. Czapski J., and Szudyga K. Frozen mushrooms quality as affected by strain, flush, treatment before freezing and time of storage. Journal of Food Science 65 (2000) 722-725
5. Davies A.M.C. Back to basics: applications of principal component analysis. Spectroscopy Europe 17 2 (2005) 30-31
6. Gemperline, P., 2006. Practical Guide to Chemometrics. CRC Press. ISBN: 1574447831, 9781574447835.
7. Gonzalez F.E., Jimenez A.S., and Pardo V.T. Quality and shelf life of packaged fresh-sliced mushrooms stored at two different temperatures. Agricultural and Food Science 5 4 (2006) 414-422
8. Gormley, T.R., 1987. Handling, packaging and transportation of fresh mushrooms. In: Proceedings of the 5th National Mushroom Conference, Malahide Co., Dublin, Ireland.
9. Gormley T.R., and O'Sullivan L. Use of a simple reflectometer to test mushroom quality. The Mushroom Journal 34 (1975) 344-346
10. Gowen A.A., O'Donnell C.P., Cullen P.J., Downey G., and Frias J.M. Hyperspectral imaging-An emerging process analytical tool for food quality and safety control. Trends in Food Science and Technology 18 12 (2007) 590-598
11. Gowen A., O'Donnell C., Taghizadeh M., Gaston E., O' Gorman A., Cullen P.J., Frias J., Esquerre C., and Downey G. Hyperspectral imaging for the investigation of quality deterioration in sliced mushrooms (Agaricus bisporus) during storage. Sensing and Instrumentation for Food Quality and Evaluation 2 3 (2008) 133-143
12. Gowen A., O'Donnell C., Taghizadeh M., Cullen P.J., and Downey G. Hyperspectral imaging combined with principal component analysis for surface damage detection on white mushrooms (Agaricus bisporus). Journal of Chemometrics 22 3-4 (2008) 259-267
13. Heinemann P.H., Hughes R., Morrow C.T., Sommer H.J., Beelmam R.B., and Wuest P.J. Grading of mushrooms using a machine vision system. Transactions of the ASAE 37 5 (1994) 1671-1677
14. Kim M.S., Chen Y.R., and Mehl P.M. Hyperspectral reflectance and fluorescence imaging system for food quality and safety. Transactions of the ASAE 44 3 (2001) 721-729
15. Klecka W. Discriminant Analysis (1980), Sage, London
16. Lu R.F., and Peng Y.K. Hyperspectral scattering for assessing peach fruit firmness. Biosystems Engineering 93 2 (2006) 161-171
17. Lyon R.C., Lester D.S., Lewis E.N., Lee E., Yu L.X., Jefferson E.H., and Hussain A.S. Near-infrared spectral imaging for quality assurance of pharmaceutical products: analysis of tablets to assess powder blend homogeneity. AAPS PharmSciTech 3 3 (2002) 17
18. R Development Core Team, 2008. R: a language and environment for statistical computing. R Foundation for Statistical Computing, Vienna, Austria. ISBN: 3-900051-07-0. Available from: .
19. Rodionova O., Houmøller L., Pomerantsev A., Geladi P., Burger J., Dorofeyev V., and Arzamastsev A. NIR spectrometry for counterfeit drug detection: a feasibility study. Analytica Chimica Acta 549 1-2 (2005) 151-158
20. Roggo Y., Edmond A., Chalus P., and Ulmschneider M. Infrared hyperspectral imaging for qualitative analysis of pharmaceutical solid forms. Analytica Chimica Acta 535 1-2 (2005) 79-87
21. Wood K.S., Gulian A.M., Fritz G.G., and VanVechten D. A QVD detector for focal plane hyperspectral imaging in astronomy. Bulletin of the American Astronomical Society 34 (2002) 1241
22. Xing J., Bravo C., Jancsok P.T., Ramon H., and DeBaerdemaeker J. Detecting bruises on 'golden delicious' apples using hyperspectral imaging with multiple wavebands. Biosystems Engineering 90 1 (2005) 27-36