Rapid and non-invasive quantification of intramuscular fat content of intact pork cuts

Talanta

Volumn 119, Issue , 2014, Pages 385-395

  Huang, H ^a   Liu, L ^a   Ngadi, M O ^a   Gariepy C ^b  

^a MCGILL UNIVERSITY   (Canada)

^b AGRICULTURE AND AGRI FOOD CANADA   (Canada)

Author keywords

Distribution map; Gabor filter; Gray level co occurrence matrix; Intramuscular fat content; Multiple linear regression; Partial least squares regression

Indexed keywords

FORECASTING; HYPERSPECTRAL IMAGING; IMAGE ENHANCEMENT; IMAGE SEGMENTATION; IMAGE TEXTURE; INFRARED DEVICES; LEAST SQUARES APPROXIMATIONS; LINEAR REGRESSION; MATRIX ALGEBRA; MEATS; PATTERN RECOGNITION; SPECTROSCOPY; THERMOGRAPHY (TEMPERATURE MEASUREMENT);

DISTRIBUTION MAPS; GRAY LEVEL CO-OCCURRENCE MATRIX; INTRAMUSCULAR FATS; MULTIPLE LINEAR REGRESSIONS; PARTIAL LEAST SQUARES REGRESSION;

GABOR FILTERS;

FAT; MAGNESIUM;

ANGULAR SECOND MOMENT OF GLCM; ANIMAL; ARTICLE; CHEMISTRY; CONTRAST OF GLCM; CORRELATION OF GLCM; DISTRIBUTION MAP; DMG; DMS; GABOR FILTER; GABOR-FILTERED MEAN SPECTRA; GASTROINTESTINAL STAPLER; GF; GIH; GIN; GIT; GRAY LEVEL CO-OCCURRENCE MATRIX; HOMOGENEITY; INTRAMUSCULAR FAT CONTENT; MEAT; MULTIPLE LINEAR REGRESSION ANALYSIS; MULTIPLE SCLEROSIS; MULTIVARIATE ANALYSIS; NEAR INFRARED SPECTROSCOPY; NON-FILTERED MEAN SPECTRA; PARTIAL LEAST SQUARES REGRESSION; SKELETAL MUSCLE; SWINE; THE FIRST DERIVATIVE OF GABOR-FILTERED MEAN SPECTRA; THE FIRST DERIVATIVE OF NON-FILTERED MEAN SPECTRA; WIDE LINE DETECTOR.; WLD;

ANGULAR SECOND MOMENT OF GLCM; CONTRAST OF GLCM; CORRELATION OF GLCM; DISTRIBUTION MAP; DMG; DMS; GABOR FILTER; GABOR-FILTERED MEAN SPECTRA; GF; GIA; GIH; GIN; GIT; GRAY LEVEL CO-OCCURRENCE MATRIX; HOMOGENEITY; INTRAMUSCULAR FAT CONTENT; MG; MS; MULTIPLE LINEAR REGRESSION; NON-FILTERED MEAN SPECTRA; PARTIAL LEAST SQUARES REGRESSION; THE FIRST DERIVATIVE OF GABOR-FILTERED MEAN SPECTRA; THE FIRST DERIVATIVE OF NON-FILTERED MEAN SPECTRA; WIDE LINE DETECTOR.; WLD;

ANIMALS; FATS; MEAT PRODUCTS; MULTIVARIATE ANALYSIS; MUSCLE, SKELETAL; SPECTROSCOPY, NEAR-INFRARED; SWINE;

EID: 84889021675     PISSN: 00399140     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.talanta.2013.11.015     Document Type: Article

References (30)

1. M.S. Brewer, L.G. Zhu, and F.K. McKeith Meat Sci. 59 2001 153 163
2. E.A. Bryhni, D.V. Byrne, M. Rødbotten, S. Møller, C. Claudi-Magnussen, A. Karlsson, H. Agerhem, M. Johansson, and M. Martens Meat Sci. 65 2003 737 748
3. J. Brøndum, L. Munck, P. Henckel, A. Karlsson, E. Tornberg, and S.B. Engelsen Meat Sci. 55 2000 177 185
4. M. Prevolnik, M. Candek-Potokar, D. Skorjanc, S. Velikonja-Bolta, M. Skrlep, T. Znidarsic, and D. Babnik J. Near Infrared Spec. 13 2005 77 85
5. N. Barlocco, A Vadell, F. Ballesteros, G. Galietta, and D. Cozzolino Anim. Sci. 82 2006 111 116
6. B. Savenije, G.H. Geesink, J.G.P. Van der Palen, and G. Hemke Meat Sci. 73 2006 181 184
7. N. Prieto, R. Roehe, P. Lavín, G. Batten, and S. Andrés Meat Sci. 83 2009 175 186
8. A.A. Gowen, C.P. O'Donnell, P.J. Cullen, G. Downey, and J.M. Frias Trends Food Sci. Technol. 18 2007 590 598
9. J. Qiao, M.O. Ngadi, N. Wang, C. Gariepy, and S.O. Prasher J. Food Eng. 83 2007 10 16
10. L. Liu, M.O. Ngadi, S.O. Prasher, and C. Gariépy J. Food Eng. 99 2010 284 293
11. D. Barbin, G. ElMasry, D.W. Sun, and P. Allen Meat Sci. 90 2012 259 268
12. D. Barbin, G. ElMasry, D.W. Sun, and P. Allen Anal. Chim. Acta 719 2012 30 42
13. Y.Z. Feng, and D.W. Sun Talanta 109 2013 74 83
14. S. Serranti, D. Cesare, F. Marini, and G. Bonifazi Talanta 103 2013 276 284
15. G. ElMasry, and D.W. Sun Meat quality assessment using a hyperspectral imaging system D.W. Sun, Hyperspectral Imaging for Food Quality Analysis and Control 2010 Academic Press/Elsevier USA 273 294
16. K. Kobayashi, Y. Matsui, Y. Maebuchi, T. Toyota, and S. Nakauchi J. Near Infrared Spec. 18 2010 301 315
17. J.P. Wold, M. O'Farrell, M. Hoy, and J. Tschudi. Meat Sci. 89 2011 317 324
18. L. Liu, M.O. Ngadi, S.O. Prasher, C. Gariépy. in: The Institute of Food Technologists (IFT) Annual Meeting & Food Expo. USA (2009).
19. I. Murray, and P.C. Williams Chemical principles of near-infrared technology P. Williams, K. Norris, Near Infrared Technology in the Agricultural and Food Industries 1987 American Association of Cereal Chemists, Inc. St. Paul, Minnesota, USA 17 34
20. J.S. Shenk, M.O. Westerhaus, J.J. Workman. In: D.A. Burns, E.W. Ciurczak (Eds.), Handbook of Near Infrared Analysis, Practical Spectroscopy Series, New York, USA, 1992, pp. 383-431
21. Association of Official Agricultural Chemists (AOAC), Official Methods of Analysis, 15th ed., AOAC, Washington, DC, 1990.
22. L. Liu, M.O. Ngadi, S.O. Prasher, and C. Gariépy J. Food Eng. 110 2012 497 504
23. D.A. Clausi, and M. Jernigan Pattern Recogn. 33 2000 1835 1849
24. L. Ma, T. Tan, Y. Wang, and D. Zhang IEEE Trans. Pattern Recognit. Mach. Intell. 25 2002 1519 1533
25. G. ElMasry, N. Wang, A. El Sayed, and M.O. Ngadi J. Food Eng. 81 2007 98 107
26. G.K. Naganathan, L.M. Grimes, J. Subbiah, C.R. Calkins, A. Samal, and G.E. Meyer Sens. Instrum. Food Q. Saf. 2 2008 178 188
27. MJ. Mateo, D.J. O'Callaghan, A.A. Gowen, and C.P. O'Donnell J. Food Eng. 99 2010 257 262
28. B.G. Osborne, T. Fearn, and P.H. Hindle Applications of near infrared spectroscopy in food and beverage analysis D. Browning, Practical NIR Spectroscopy with Applications in Food and Beverage Analysis 1993 Longman Scientific & Technical London 145 159
29. J.C. Forrest, E.B. Sheiss, M. Morgan, D.E. Gerrard. Pork quality measurement tools-now and in the future, in: NPPC Pork Quality Summit Proceedings. Des Moines, IA. 1997, pp. 79-96.
30. L. Bokobza. Origin of near-infrared absorption bands H.W. Siesler, Y. Ozaki, S. Kawata, H.M. Heise, Near-Infrared Spectroscopy: Principles, Instruments, Applications 2008 WILEY-VCH Verlag GmbH Weinheim, Germany 11 41