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Volumn 90, Issue 1, 2012, Pages 259-268

Near-infrared hyperspectral imaging for grading and classification of pork

Author keywords

Computer vision; Hyperspectral imaging; Meat quality; Pork classification; Principal component analysis; Spectroscopy

Indexed keywords

CLASSIFICATION METHODS; DERIVATIVE SPECTRA; HYPER-SPECTRAL IMAGES; HYPERSPECTRAL; HYPERSPECTRAL IMAGING; LONGISSIMUS; MEAT QUALITY; NEAR-INFRARED HYPERSPECTRAL IMAGING; NEAR-INFRARED RANGE; PRINCIPAL COMPONENTS; QUALITY GRADE; REFLECTANCE DIFFERENCES; SPATIAL LOCATION; SPECTRAL INFORMATION;

EID: 80053177775     PISSN: 03091740     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.meatsci.2011.07.011     Document Type: Article
Times cited : (228)

References (45)
  • 1
    • 0038462862 scopus 로고    scopus 로고
    • American Meat Science Association, Savoy, Illinois, USA
    • AMSA Meat evaluation handbook 2001, American Meat Science Association, Savoy, Illinois, USA.
    • (2001) Meat evaluation handbook
  • 2
    • 33745206511 scopus 로고    scopus 로고
    • Hyperspectral reflectance imaging for detection of bruises on pickling cucumbers
    • Ariana D., Lu R., Guyer D.E. Hyperspectral reflectance imaging for detection of bruises on pickling cucumbers. Computers and Electronics in Agriculture 2006, 53(1):60-70.
    • (2006) Computers and Electronics in Agriculture , vol.53 , Issue.1 , pp. 60-70
    • Ariana, D.1    Lu, R.2    Guyer, D.E.3
  • 3
    • 33645007890 scopus 로고    scopus 로고
    • Predicting intramuscular fat, moisture and Warner-Bratzler shear force in pork muscle using near infrared reflectance spectroscopy
    • Barlocco N., Vadell A., Ballesteros F., Galietta G., Cozzolino D. Predicting intramuscular fat, moisture and Warner-Bratzler shear force in pork muscle using near infrared reflectance spectroscopy. Animal Science 2006, 82(1):111-116.
    • (2006) Animal Science , vol.82 , Issue.1 , pp. 111-116
    • Barlocco, N.1    Vadell, A.2    Ballesteros, F.3    Galietta, G.4    Cozzolino, D.5
  • 4
    • 0041349307 scopus 로고    scopus 로고
    • Warmed-over flavour in porcine meat - A combined spectroscopic, sensory and chemometric study
    • Brøndum J., Byrne D.V., Bak L.S., Bertelsen G., Engelsen S.B. Warmed-over flavour in porcine meat - A combined spectroscopic, sensory and chemometric study. Meat Science 2000, 54:83-95.
    • (2000) Meat Science , vol.54 , pp. 83-95
    • Brøndum, J.1    Byrne, D.V.2    Bak, L.S.3    Bertelsen, G.4    Engelsen, S.B.5
  • 5
    • 0034401025 scopus 로고    scopus 로고
    • Prediction of water-holding capacity and composition of porcine meat by comparative spectroscopy
    • Brøndum J., Munck L., Henckel P., Karlsson A., Tornberg E., Engelsen S.B. Prediction of water-holding capacity and composition of porcine meat by comparative spectroscopy. Meat Science 2000, 55:177-185.
    • (2000) Meat Science , vol.55 , pp. 177-185
    • Brøndum, J.1    Munck, L.2    Henckel, P.3    Karlsson, A.4    Tornberg, E.5    Engelsen, S.B.6
  • 6
    • 49849087294 scopus 로고    scopus 로고
    • High throughput spectral imaging system for wholesomeness inspection of chicken
    • Chao K., Yang C.-C., Kim M.S., Chan D.E. High throughput spectral imaging system for wholesomeness inspection of chicken. Applied Engineering in Agriculture 2008, 24(4):475-485.
    • (2008) Applied Engineering in Agriculture , vol.24 , Issue.4 , pp. 475-485
    • Chao, K.1    Yang, C.-C.2    Kim, M.S.3    Chan, D.E.4
  • 8
    • 1942424240 scopus 로고    scopus 로고
    • Identification of animal meat muscles by visible and near infrared reflectance spectroscopy
    • Cozzolino D., Murray I. Identification of animal meat muscles by visible and near infrared reflectance spectroscopy. Lebensmittel Wissenschaft und Technologie 2004, 37:447-452.
    • (2004) Lebensmittel Wissenschaft und Technologie , vol.37 , pp. 447-452
    • Cozzolino, D.1    Murray, I.2
  • 9
    • 79953684565 scopus 로고    scopus 로고
    • Advances in Machine Vision Applications for Automatic Inspection and Quality Evaluation of Fruits and Vegetables
    • Cubero S., Aleixos N., Moltó E., Gómez-Sanchis J., Blasco J. Advances in Machine Vision Applications for Automatic Inspection and Quality Evaluation of Fruits and Vegetables. Food and Bioprocess Technology 2011, 4(4):487-504.
    • (2011) Food and Bioprocess Technology , vol.4 , Issue.4 , pp. 487-504
    • Cubero, S.1    Aleixos, N.2    Moltó, E.3    Gómez-Sanchis, J.4    Blasco, J.5
  • 10
    • 0033919022 scopus 로고    scopus 로고
    • Near-infrared spectroscopic technique for detection of beef hamburger adulteration
    • Ding H.B., Xu R.J. Near-infrared spectroscopic technique for detection of beef hamburger adulteration. Journal of Agriculture and Food Chemistry 2000, 48:2193-2198.
    • (2000) Journal of Agriculture and Food Chemistry , vol.48 , pp. 2193-2198
    • Ding, H.B.1    Xu, R.J.2
  • 11
    • 80053570160 scopus 로고    scopus 로고
    • Application of image analysis and artificial neural network to predict mass transfer kinetics and color changes of osmotically dehydrated kiwifruit
    • Fathi M., Mohebbi M., Razavi S.M.A. Application of image analysis and artificial neural network to predict mass transfer kinetics and color changes of osmotically dehydrated kiwifruit. Food and Bioprocess Technology 2009, 10.1007/s11947-009-0222-y.
    • (2009) Food and Bioprocess Technology
    • Fathi, M.1    Mohebbi, M.2    Razavi, S.M.A.3
  • 12
    • 0037447837 scopus 로고    scopus 로고
    • The topographic normalization of hyperspectral data: Implications for the selection of spectral end members and lithologic mapping
    • Feng J., Rivard B., Sanchez-Azofeifa A. The topographic normalization of hyperspectral data: Implications for the selection of spectral end members and lithologic mapping. Remote Sensing of Environment 2003, 85:221-231.
    • (2003) Remote Sensing of Environment , vol.85 , pp. 221-231
    • Feng, J.1    Rivard, B.2    Sanchez-Azofeifa, A.3
  • 13
    • 0042351125 scopus 로고    scopus 로고
    • Sensory characteristics of cooked pork loin as affected by nucleotide content and post-mortem meat quality
    • Flores M., Armero E., Aristoy M.-C., Toldra F. Sensory characteristics of cooked pork loin as affected by nucleotide content and post-mortem meat quality. Meat Science 1999, 51:53-59.
    • (1999) Meat Science , vol.51 , pp. 53-59
    • Flores, M.1    Armero, E.2    Aristoy, M.-C.3    Toldra, F.4
  • 14
    • 0032219247 scopus 로고    scopus 로고
    • Reference methods for the assessment of physical characteristics of meat
    • Honikel K.O. Reference methods for the assessment of physical characteristics of meat. Meat Science 1998, 49:447-457.
    • (1998) Meat Science , vol.49 , pp. 447-457
    • Honikel, K.O.1
  • 15
    • 0002368445 scopus 로고    scopus 로고
    • Data analysis: Wavelength selection methods
    • AACC, St. Paul, MN, P. Williams, K.H. Norris (Eds.)
    • Hruschka W. Data analysis: Wavelength selection methods. Near-infrared technology in the agricultural and food industry 2001, AACC, St. Paul, MN. 2nd ed. P. Williams, K.H. Norris (Eds.).
    • (2001) Near-infrared technology in the agricultural and food industry
    • Hruschka, W.1
  • 16
    • 84856215493 scopus 로고    scopus 로고
    • Application of Hyperspectral Technique for Color Classification Avocados Subjected to Different Treatments.
    • (in press).
    • Karimi, Y., Maftoonazad, N., Ramaswamy, H. S., Prasher, S. O., & Marcotte, M. (in press). Application of Hyperspectral Technique for Color Classification Avocados Subjected to Different Treatments. Food and Bioprocess Technology. http://doi:10-1007/s11947-009-0292-x.
    • Food and Bioprocess Technology.
    • Karimi, Y.1    Maftoonazad, N.2    Ramaswamy, H.S.3    Prasher, S.O.4    Marcotte, M.5
  • 17
    • 78650679074 scopus 로고    scopus 로고
    • Protein Denaturation in Pork Longissimus Muscle of Different Quality Groups
    • Kazemi S., Ngadi M.O., Gariépy C. Protein Denaturation in Pork Longissimus Muscle of Different Quality Groups. Food and Bioprocess Technology 2011, 4(1):102-106.
    • (2011) Food and Bioprocess Technology , vol.4 , Issue.1 , pp. 102-106
    • Kazemi, S.1    Ngadi, M.O.2    Gariépy, C.3
  • 18
    • 77955185467 scopus 로고    scopus 로고
    • Rapid detection of microorganisms using image processing parameters and neural network
    • doi:66110.1007/s11947-008-0122-6
    • Kumar S., Mittal G.S. Rapid detection of microorganisms using image processing parameters and neural network. Food and Bioprocess Technology 2009, doi:66110.1007/s11947-008-0122-6.
    • (2009) Food and Bioprocess Technology
    • Kumar, S.1    Mittal, G.S.2
  • 20
    • 77950860803 scopus 로고    scopus 로고
    • Categorization of pork quality using Gabor filter-based hyperspectral imaging technology
    • Liu L., Ngadi M.O., Prasher S.O., Gariépy C. Categorization of pork quality using Gabor filter-based hyperspectral imaging technology. Journal of Food Engineering 2010, 99(3):284-293.
    • (2010) Journal of Food Engineering , vol.99 , Issue.3 , pp. 284-293
    • Liu, L.1    Ngadi, M.O.2    Prasher, S.O.3    Gariépy, C.4
  • 21
    • 42449119327 scopus 로고    scopus 로고
    • Nondestructive measurement of firmness and soluble solids content for apple fruit using hyperspectral scattering images
    • Lu R. Nondestructive measurement of firmness and soluble solids content for apple fruit using hyperspectral scattering images. Sensing and Instrumentation for Food Quality and Safety 2007, 1:19-27.
    • (2007) Sensing and Instrumentation for Food Quality and Safety , vol.1 , pp. 19-27
    • Lu, R.1
  • 22
    • 79960038885 scopus 로고    scopus 로고
    • Quality evaluation of fish by hyperspectral imaging
    • Academic Press, Elsevier, London, Burlington, San Diego, D.-W. Sun (Ed.)
    • Menesatti P., Costa C., Aguzzi J. Quality evaluation of fish by hyperspectral imaging. Hyperspectral imaging for food quality analysis and control 2010, 273-294. Academic Press, Elsevier, London, Burlington, San Diego. D.-W. Sun (Ed.).
    • (2010) Hyperspectral imaging for food quality analysis and control , pp. 273-294
    • Menesatti, P.1    Costa, C.2    Aguzzi, J.3
  • 25
    • 80053200759 scopus 로고    scopus 로고
    • Hyperspectral image processing techniques
    • Academic Press, Elsevier, London, Burlington, San Diego, D.-W. Sun (Ed.)
    • Ngadi M.O., Liu L. Hyperspectral image processing techniques. Hyperspectral imaging for food quality analysis and control 2010, 99-127. Academic Press, Elsevier, London, Burlington, San Diego. D.-W. Sun (Ed.).
    • (2010) Hyperspectral imaging for food quality analysis and control , pp. 99-127
    • Ngadi, M.O.1    Liu, L.2
  • 29
    • 33846914889 scopus 로고    scopus 로고
    • Contaminant classification of poultry hyperspectral imagery using a spectral angle mapper algorithm
    • Park B., Windham W.R., Lawrence K.C., Smith D. Contaminant classification of poultry hyperspectral imagery using a spectral angle mapper algorithm. Biosystems Engineering 2007, 96(3):323-333.
    • (2007) Biosystems Engineering , vol.96 , Issue.3 , pp. 323-333
    • Park, B.1    Windham, W.R.2    Lawrence, K.C.3    Smith, D.4
  • 32
    • 34249081794 scopus 로고    scopus 로고
    • Pork quality and marbling level assessment using a hyperspectral imaging system
    • Qiao J., Ngadi M.O., Wang N., Gariepy C., Prasher S.O. Pork quality and marbling level assessment using a hyperspectral imaging system. Journal of Food Engineering 2007, 83(1):10-16.
    • (2007) Journal of Food Engineering , vol.83 , Issue.1 , pp. 10-16
    • Qiao, J.1    Ngadi, M.O.2    Wang, N.3    Gariepy, C.4    Prasher, S.O.5
  • 34
    • 33847197165 scopus 로고    scopus 로고
    • Prediction of drip-loss, pH, and color for pork using a hyperspectral imaging technique
    • Qiao J., Wang N., Ngadi M., Gunenc A., Monroy M., Gariepy C., et al. Prediction of drip-loss, pH, and color for pork using a hyperspectral imaging technique. Meat Science 2007, 76(1):1-8.
    • (2007) Meat Science , vol.76 , Issue.1 , pp. 1-8
    • Qiao, J.1    Wang, N.2    Ngadi, M.3    Gunenc, A.4    Monroy, M.5    Gariepy, C.6
  • 35
    • 15744380612 scopus 로고    scopus 로고
    • Infrared hyperspectral imaging for qualitative analysis of pharmaceutical solid forms
    • Roggo Y., Edmond A., Chalus P., Ulmschneider M. Infrared hyperspectral imaging for qualitative analysis of pharmaceutical solid forms. Analytica Chimica Acta 2005, 535(1-2):79-87.
    • (2005) Analytica Chimica Acta , vol.535 , Issue.1-2 , pp. 79-87
    • Roggo, Y.1    Edmond, A.2    Chalus, P.3    Ulmschneider, M.4
  • 37
    • 0042553279 scopus 로고
    • Smoothing and differentiation of data by simplified least squares procedures
    • Savitzky A., Golay M.J.E. Smoothing and differentiation of data by simplified least squares procedures. Analytical Chemistry 1964, 36:1627-1639.
    • (1964) Analytical Chemistry , vol.36 , pp. 1627-1639
    • Savitzky, A.1    Golay, M.J.E.2
  • 40
    • 0034101634 scopus 로고    scopus 로고
    • The use of muscle enzymes as predictors of pork meat quality
    • Toldrá F., Flores M. The use of muscle enzymes as predictors of pork meat quality. Food Chemistry 2000, 69(4):387-395.
    • (2000) Food Chemistry , vol.69 , Issue.4 , pp. 387-395
    • Toldrá, F.1    Flores, M.2
  • 41
  • 42
    • 70350721745 scopus 로고    scopus 로고
    • Muscle fiber properties and thermal stability of intramuscular connective tissue in porcine M. semimembranosus
    • Voutila L., Perero J., Ruusunen M., Jouppila K., Poulanne E. Muscle fiber properties and thermal stability of intramuscular connective tissue in porcine M. semimembranosus. Journal of the Science of Food and Agriculture 2009, 89(15):2527-2534.
    • (2009) Journal of the Science of Food and Agriculture , vol.89 , Issue.15 , pp. 2527-2534
    • Voutila, L.1    Perero, J.2    Ruusunen, M.3    Jouppila, K.4    Poulanne, E.5
  • 43
    • 52249083447 scopus 로고    scopus 로고
    • Comparison of the thermal characteristics of connective tissue in loose structured and normal structured porcine M. semimembranosus
    • Voutila L., Ruusunen M., Puolanne E. Comparison of the thermal characteristics of connective tissue in loose structured and normal structured porcine M. semimembranosus. Meat Science 2008, 80:1024-1030.
    • (2008) Meat Science , vol.80 , pp. 1024-1030
    • Voutila, L.1    Ruusunen, M.2    Puolanne, E.3
  • 44
    • 0031286893 scopus 로고    scopus 로고
    • Muscle protein changes post mortem in relation to pork quality traits
    • Warner R.D., Kauffman R.G., Greaser M.L. Muscle protein changes post mortem in relation to pork quality traits. Meat Science 1997, 45(3):339-352.
    • (1997) Meat Science , vol.45 , Issue.3 , pp. 339-352
    • Warner, R.D.1    Kauffman, R.G.2    Greaser, M.L.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.