메뉴 건너뛰기




Volumn 64, Issue 2, 2008, Pages 225-233

Visible/near-infrared hyperspectral imaging for beef tenderness prediction

Author keywords

Beef tenderness; Hyperspectral imaging; Instrument grading; Principal component analysis; Textural co occurrence matrices

Indexed keywords

ATMOSPHERICS; CUSTOMER SATISFACTION; DIGITAL IMAGE STORAGE; ELECTROMAGNETIC WAVES; FEATURE EXTRACTION; FORECASTING; IMAGE ENHANCEMENT; IMAGING SYSTEMS; KETONES; MEATS; NEURAL NETWORKS; OPTOELECTRONIC DEVICES; QUALITY FUNCTION DEPLOYMENT; REFLECTION;

EID: 53549119943     PISSN: 01681699     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.compag.2008.05.020     Document Type: Article
Times cited : (201)

References (39)
  • 1
    • 4243114955 scopus 로고    scopus 로고
    • Hyperspectral image data mining for band selection in agricultural applications
    • Bajwa S.G., Bajcsy P., Groves P., and Tian L.F. Hyperspectral image data mining for band selection in agricultural applications. Transactions of the ASAE 47 3 (2004) 895-907
    • (2004) Transactions of the ASAE , vol.47 , Issue.3 , pp. 895-907
    • Bajwa, S.G.1    Bajcsy, P.2    Groves, P.3    Tian, L.F.4
  • 5
    • 6344220314 scopus 로고    scopus 로고
    • A novel integrated PCA and FLD method on hyperspectral image feature extraction for cucumber chilling damage inspection
    • Cheng X., Chen Y.R., Tao Y., Wang C.Y., Kim M.S., and Lefcourt A.M. A novel integrated PCA and FLD method on hyperspectral image feature extraction for cucumber chilling damage inspection. Transactions of the ASAE 47 4 (2004) 1313-1320
    • (2004) Transactions of the ASAE , vol.47 , Issue.4 , pp. 1313-1320
    • Cheng, X.1    Chen, Y.R.2    Tao, Y.3    Wang, C.Y.4    Kim, M.S.5    Lefcourt, A.M.6
  • 6
    • 33646822690 scopus 로고    scopus 로고
    • Correlating image texture features extracted by five different methods with the tenderness of cooked pork ham: a feasibility study
    • Du C.-J., and Sun D.-W. Correlating image texture features extracted by five different methods with the tenderness of cooked pork ham: a feasibility study. Transactions of the ASAE 49 2 (2006) 441-448
    • (2006) Transactions of the ASAE , vol.49 , Issue.2 , pp. 441-448
    • Du, C.-J.1    Sun, D.-W.2
  • 7
    • 13244298537 scopus 로고    scopus 로고
    • U.S. consumers' willingness to pay for flavor and tenderness in steaks as determined with an experimental auction
    • Feuz D.M., Umberger W.J., Calkins C.R., and Sitz B. U.S. consumers' willingness to pay for flavor and tenderness in steaks as determined with an experimental auction. Journal of Agriculture and Resource Economics 29 3 (2004) 501-516
    • (2004) Journal of Agriculture and Resource Economics , vol.29 , Issue.3 , pp. 501-516
    • Feuz, D.M.1    Umberger, W.J.2    Calkins, C.R.3    Sitz, B.4
  • 9
    • 21344485989 scopus 로고
    • Prediction of sensory characteristics of beef by near-infrared spectroscopy
    • Hildrum K.I., Nilsen B.N., Mielnik M., and Naes T. Prediction of sensory characteristics of beef by near-infrared spectroscopy. Meat Science 38 1 (1994) 67-80
    • (1994) Meat Science , vol.38 , Issue.1 , pp. 67-80
    • Hildrum, K.I.1    Nilsen, B.N.2    Mielnik, M.3    Naes, T.4
  • 11
    • 0001366122 scopus 로고    scopus 로고
    • The influence of subcutaneous fat thickness and marbling on beef: palatability and consumer acceptability
    • Jeremiah L.E. The influence of subcutaneous fat thickness and marbling on beef: palatability and consumer acceptability. Food Research International 29 5-6 (1996) 513-520
    • (1996) Food Research International , vol.29 , Issue.5-6 , pp. 513-520
    • Jeremiah, L.E.1
  • 12
    • 53549127308 scopus 로고    scopus 로고
    • Jeyamkondan, S., Kranzler G.A., 2003. Predicting beef tenderness using near-infrared spectroscopy. Presented at Photonics East, SPIE International Symposium, Providence, RI, October 27-31.
    • Jeyamkondan, S., Kranzler G.A., 2003. Predicting beef tenderness using near-infrared spectroscopy. Presented at Photonics East, SPIE International Symposium, Providence, RI, October 27-31.
  • 14
    • 0242486677 scopus 로고    scopus 로고
    • Multispectral detection of fecal contamination on apples based on hyperspectral imagery. Part I. Application of visible and near-infrared reflectance imaging
    • Kim M.S., Lefcourt A.M., Chao K., Chen Y.R., Kim I., and Chan D.E. Multispectral detection of fecal contamination on apples based on hyperspectral imagery. Part I. Application of visible and near-infrared reflectance imaging. Transactions of the ASAE 45 6 (2002) 2027-2037
    • (2002) Transactions of the ASAE , vol.45 , Issue.6 , pp. 2027-2037
    • Kim, M.S.1    Lefcourt, A.M.2    Chao, K.3    Chen, Y.R.4    Kim, I.5    Chan, D.E.6
  • 15
    • 0242570731 scopus 로고    scopus 로고
    • Multispectral detection of fecal contamination on apples based on hyperspectral imagery. Part II. Application of hyperspectral fluorescence imaging
    • Kim M.S., Lefcourt A.M., Chen Y.R., Kim I., Chan D.E., and Chao K. Multispectral detection of fecal contamination on apples based on hyperspectral imagery. Part II. Application of hyperspectral fluorescence imaging. Transactions of the ASAE 45 6 (2002) 2039-2047
    • (2002) Transactions of the ASAE , vol.45 , Issue.6 , pp. 2039-2047
    • Kim, M.S.1    Lefcourt, A.M.2    Chen, Y.R.3    Kim, I.4    Chan, D.E.5    Chao, K.6
  • 16
    • 0035175852 scopus 로고    scopus 로고
    • Hyperspectral reflectance and fluorescence imaging system for food quality and safety
    • 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
    • (2001) Transactions of the ASAE , vol.44 , Issue.3 , pp. 721-729
    • Kim, M.S.1    Chen, Y.R.2    Mehl, P.M.3
  • 17
    • 0002514983 scopus 로고
    • Muscle proteinases and meat aging
    • Koohmaraie M. Muscle proteinases and meat aging. Meat Science 36 (1994) 93-104
    • (1994) Meat Science , vol.36 , pp. 93-104
    • Koohmaraie, M.1
  • 18
    • 0038269680 scopus 로고    scopus 로고
    • Calibration of a pushbroom hyperspectral imaging system for agricultural inspection
    • Lawrence K.C., Park B., Windham W.R., and Mao C. Calibration of a pushbroom hyperspectral imaging system for agricultural inspection. Transactions of the ASAE 46 2 (2003) 513-521
    • (2003) Transactions of the ASAE , vol.46 , Issue.2 , pp. 513-521
    • Lawrence, K.C.1    Park, B.2    Windham, W.R.3    Mao, C.4
  • 20
    • 0038720048 scopus 로고    scopus 로고
    • Prediction of color, texture, and sensory characteristics of beef steaks by visible and near infrared reflectance spectroscopy: a feasibility study
    • Liu Y., Lyon B.G., Windham W.R., Realini C.E., Pringle T.D.D., and Duckett S. Prediction of color, texture, and sensory characteristics of beef steaks by visible and near infrared reflectance spectroscopy: a feasibility study. Meat Science 65 3 (2003) 1107-1115
    • (2003) Meat Science , vol.65 , Issue.3 , pp. 1107-1115
    • Liu, Y.1    Lyon, B.G.2    Windham, W.R.3    Realini, C.E.4    Pringle, T.D.D.5    Duckett, S.6
  • 24
    • 84987333712 scopus 로고
    • Near-infrared spectroscopy determination of physical and chemical characteristics in beef cuts
    • Mitsumoto M., Maeda S., Mitsuhashi T., and Ozawa S. Near-infrared spectroscopy determination of physical and chemical characteristics in beef cuts. Journal of Food Science 59 6 (1991) 1493-1496
    • (1991) Journal of Food Science , vol.59 , Issue.6 , pp. 1493-1496
    • Mitsumoto, M.1    Maeda, S.2    Mitsuhashi, T.3    Ozawa, S.4
  • 26
    • 53549108627 scopus 로고    scopus 로고
    • NAMP, John Wiley & Sons, New Jersey, NJ
    • NAMP. The Meat Buyer's Guide (2007), John Wiley & Sons, New Jersey, NJ
    • (2007) The Meat Buyer's Guide
  • 27
    • 0242313414 scopus 로고    scopus 로고
    • Hyperspectral imaging for detecting fecal and ingesta contaminants on poultry carcasses
    • Park B., Lawrence K.C., Windham W.R., and Buhr R.J. Hyperspectral imaging for detecting fecal and ingesta contaminants on poultry carcasses. Transactions of the ASAE 45 6 (2002) 2017-2026
    • (2002) Transactions of the ASAE , vol.45 , Issue.6 , pp. 2017-2026
    • Park, B.1    Lawrence, K.C.2    Windham, W.R.3    Buhr, R.J.4
  • 28
    • 53549092157 scopus 로고    scopus 로고
    • Park, B., Yoon, S.C., Lawrence, K.C., Windham, W.R., 2004. Hyperspectral image classification of fecal and ingesta identification by spectral angle mapper. Paper # 04-3032. 2004 ASAE Annual Meeting, Ottowa, Ont., Canada.
    • Park, B., Yoon, S.C., Lawrence, K.C., Windham, W.R., 2004. Hyperspectral image classification of fecal and ingesta identification by spectral angle mapper. Paper # 04-3032. 2004 ASAE Annual Meeting, Ottowa, Ont., Canada.
  • 29
    • 53549133138 scopus 로고    scopus 로고
    • Park, B., Windham, W.R., Lawrence K.C., Smith, D.P., 2005a. Dynamic thresholding method for improving contaminat detection accuracy with hyperspectral images. Paper # 05-3071. 2005 ASAE Annual Meeting, Tampa, FL.
    • Park, B., Windham, W.R., Lawrence K.C., Smith, D.P., 2005a. Dynamic thresholding method for improving contaminat detection accuracy with hyperspectral images. Paper # 05-3071. 2005 ASAE Annual Meeting, Tampa, FL.
  • 30
    • 53549127006 scopus 로고    scopus 로고
    • Park, B., Yoon, S.C., Lawrence, K.C., Windham W.R., 2005b. Dynamic thresholding method for improving contaminant detection accuracy with hyperspectral images. Paper # 05-3071. 2005 ASAE Annual Meeting, Tampa, FL.
    • Park, B., Yoon, S.C., Lawrence, K.C., Windham W.R., 2005b. Dynamic thresholding method for improving contaminant detection accuracy with hyperspectral images. Paper # 05-3071. 2005 ASAE Annual Meeting, Tampa, FL.
  • 32
    • 0035182023 scopus 로고    scopus 로고
    • Principal component regression of near-infrared reflectance for beef tenderness prediction
    • Park B., Chen Y.R., Hruschka W.R., Shackelford S.D., and Koohmaraie M. Principal component regression of near-infrared reflectance for beef tenderness prediction. Transactions of the ASAE 44 3 (2001) 609-615
    • (2001) Transactions of the ASAE , vol.44 , Issue.3 , pp. 609-615
    • Park, B.1    Chen, Y.R.2    Hruschka, W.R.3    Shackelford, S.D.4    Koohmaraie, M.5
  • 33
    • 0035646763 scopus 로고    scopus 로고
    • Prediction and classification of tenderness in beef from non-invasive diode array detected NIR spectra
    • Rødbotten R., Mevik B.-H., and Hildrum K.I. Prediction and classification of tenderness in beef from non-invasive diode array detected NIR spectra. Journal of Near Infrared Spectroscopy 9 (2001) 199-210
    • (2001) Journal of Near Infrared Spectroscopy , vol.9 , pp. 199-210
    • Rødbotten, R.1    Mevik, B.-H.2    Hildrum, K.I.3
  • 34
    • 0033146351 scopus 로고    scopus 로고
    • Tenderness classification of beef. II. Design and analysis of a system to measure beef longissimus shear force under commercial processing conditions
    • Shackelford S.D., Wheeler T.L., and Koohmaraie M. Tenderness classification of beef. II. Design and analysis of a system to measure beef longissimus shear force under commercial processing conditions. Journal of Animal Science 77 6 (1999) 1474-1481
    • (1999) Journal of Animal Science , vol.77 , Issue.6 , pp. 1474-1481
    • Shackelford, S.D.1    Wheeler, T.L.2    Koohmaraie, M.3
  • 36
    • 0038543066 scopus 로고    scopus 로고
    • Online prediction of beef tenderness using a computer vision system equipped with a BeefCam module
    • Vote D.J., Belk K.E., Tatum J.D., Scanga J.A., and Smith G.C. Online prediction of beef tenderness using a computer vision system equipped with a BeefCam module. Journal of Animal Science 81 2 (2003) 457-465
    • (2003) Journal of Animal Science , vol.81 , Issue.2 , pp. 457-465
    • Vote, D.J.1    Belk, K.E.2    Tatum, J.D.3    Scanga, J.A.4    Smith, G.C.5
  • 37
    • 0028718075 scopus 로고
    • Effect of marbling degree on beef palatability in Bos taurus and Bos indicus cattle
    • Wheeler T.L., Cundiff L.V., and Koch R.M. Effect of marbling degree on beef palatability in Bos taurus and Bos indicus cattle. Journal of Animal Science 72 12 (1994) 3145-3151
    • (1994) Journal of Animal Science , vol.72 , Issue.12 , pp. 3145-3151
    • Wheeler, T.L.1    Cundiff, L.V.2    Koch, R.M.3
  • 38
    • 33749619165 scopus 로고    scopus 로고
    • Characterizing beef muscles with optical scattering and absorption coefficients in VIS-NIR region
    • Xia J.J., Berg E.P., Lee J.W., and Yao G. Characterizing beef muscles with optical scattering and absorption coefficients in VIS-NIR region. Meat Science 75 (2006) 78-83
    • (2006) Meat Science , vol.75 , pp. 78-83
    • Xia, J.J.1    Berg, E.P.2    Lee, J.W.3    Yao, G.4
  • 39
    • 33845608029 scopus 로고    scopus 로고
    • Classification of tenderness of large cooked beef joints using wavelet and Gabor textural features
    • Zheng C., Sun D.W., and Zheng L. Classification of tenderness of large cooked beef joints using wavelet and Gabor textural features. Transactions of the ASAE 49 5 (2006) 1447-1454
    • (2006) Transactions of the ASAE , vol.49 , Issue.5 , pp. 1447-1454
    • Zheng, C.1    Sun, D.W.2    Zheng, L.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.