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Volumn 3, Issue 1, 2007, Pages

Spectral imaging techniques for food quality evaluation

Author keywords

Artificial neural network; Hyperspectral imaging; Multivariate statistical analysis; Wavelength selection

Indexed keywords


EID: 34248352661     PISSN: None     EISSN: 17459656     Source Type: Journal    
DOI: 10.2212/spr.2007.1.1     Document Type: Review
Times cited : (5)

References (41)
  • 1
    • 0036769252 scopus 로고    scopus 로고
    • A near-infrared sensing technique for measuring internal quality of apple fruit
    • Lu R and Ariana D. A near-infrared sensing technique for measuring internal quality of apple fruit. Applied Engineering in Agriculture 2002: 18(5): 585-590.
    • (2002) Applied Engineering in Agriculture , vol.18 , Issue.5 , pp. 585-590
    • Lu, R.1    Ariana, D.2
  • 3
    • 18144421255 scopus 로고    scopus 로고
    • Near infrared reflectance spectroscopy (NIRS) to predict biological parameters of maize silage: Effects of particle comminution, oven drying temperature and the presence of residual moisture
    • Lovett DK, Deaville ER, Givens DI, Finlay M and Owen E. Near infrared reflectance spectroscopy (NIRS) to predict biological parameters of maize silage: effects of particle comminution, oven drying temperature and the presence of residual moisture. Animal Feed Science and Technology 2005: 120: 323-332.
    • (2005) Animal Feed Science and Technology , vol.120 , pp. 323-332
    • Lovett, D.K.1    Deaville, E.R.2    Givens, D.I.3    Finlay, M.4    Owen, E.5
  • 4
    • 0347985398 scopus 로고    scopus 로고
    • Application of near-infrared reflectance spectroscopy in the determination of major components in taramosalata
    • Adamopoulos KG and Goula AM. Application of near-infrared reflectance spectroscopy in the determination of major components in taramosalata. Journal of Food Engineering 2004: 63: 199-207.
    • (2004) Journal of Food Engineering , vol.63 , pp. 199-207
    • Adamopoulos, K.G.1    Goula, A.M.2
  • 5
    • 9644302438 scopus 로고    scopus 로고
    • Development of optimal protocol for visible and near-infrared reflectance spectroscopic evaluation of meat quality
    • Shackelford SD, Wheeler TL and Koohmaraie M. Development of optimal protocol for visible and near-infrared reflectance spectroscopic evaluation of meat quality. Meat Science 2004: 68: 371-381.
    • (2004) Meat Science , vol.68 , pp. 371-381
    • Shackelford, S.D.1    Wheeler, T.L.2    Koohmaraie, M.3
  • 7
    • 0242486679 scopus 로고    scopus 로고
    • Apple sorting using artificial neural networks and spectral imaging
    • Kavdir I and DE Guyer. Apple sorting using artificial neural networks and spectral imaging. Transactions of the ASAE 2002: 45(6): 1995-2005.
    • (2002) Transactions of the ASAE , vol.45 , Issue.6 , pp. 1995-2005
    • Kavdir, I.1    Guyer, D.E.2
  • 8
    • 0034991294 scopus 로고    scopus 로고
    • Chicken heart disease characterization by multi-spectral imaging
    • Chao K, Chen YR, Hruschka WR and Park B. Chicken heart disease characterization by multi-spectral imaging. Transactions of the ASAE 2001: 17: 99-106.
    • (2001) Transactions of the ASAE , vol.17 , pp. 99-106
    • Chao, K.1    Chen, Y.R.2    Hruschka, W.R.3    Park, B.4
  • 9
    • 30044432186 scopus 로고    scopus 로고
    • Hyperspectral image classification for fecal and ingesta identification by spectral angle mapper
    • ASAE Paper No. 043032, Ottawa, Ontario, Canada;
    • Park B, Windham WR, Lawrence KC and Smith DP. Hyperspectral image classification for fecal and ingesta identification by spectral angle mapper. ASAE Paper No. 043032. ASAE/CSAE Meeting, Ottawa, Ontario, Canada; 2004.
    • (2004) ASAE/CSAE Meeting
    • Park, B.1    Windham, W.R.2    Lawrence, K.C.3    Smith, D.P.4
  • 10
    • 11144294175 scopus 로고    scopus 로고
    • Detection of skin tumors on chicken carcasses using hyperspectral fluorescence imaging
    • Kim I, Kim MS, Chen YR and Kong SG. Detection of skin tumors on chicken carcasses using hyperspectral fluorescence imaging. Transactions of the ASAE 2004: 47(5):1785-1792.
    • (2004) Transactions of the ASAE , vol.47 , Issue.5 , pp. 1785-1792
    • Kim, I.1    Kim, M.S.2    Chen, Y.R.3    Kong, S.G.4
  • 11
    • 0036859144 scopus 로고    scopus 로고
    • Computer vision based system for apple surface defect detection
    • Li Q, Wang M and Gu W. Computer vision based system for apple surface defect detection. Computers and Electronics in Agriculture 2002: 36(2): 215-223.
    • (2002) Computers and Electronics in Agriculture , vol.36 , Issue.2 , pp. 215-223
    • Li, Q.1    Wang, M.2    Gu, W.3
  • 12
    • 1542648857 scopus 로고    scopus 로고
    • Near-infrared diffuse reflectance for quantitative and qualitative measurement of soluble solids and firmness of Delicious and Gala apples
    • Park B, Abbott JA, Lee KJ, Choi CH and Choi KH. Near-infrared diffuse reflectance for quantitative and qualitative measurement of soluble solids and firmness of Delicious and Gala apples. Transactions of the ASAE 2003: 46(6): 1721-1731.
    • (2003) Transactions of the ASAE , vol.46 , Issue.6 , pp. 1721-1731
    • Park, B.1    Abbott, J.A.2    Lee, K.J.3    Choi, C.H.4    Choi, K.H.5
  • 13
    • 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 MS, Lefcourt AM, Chao K, Chen YR, Kim I and Chan DE. 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 2002. 45(6): 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
    • 33645460418 scopus 로고    scopus 로고
    • Development of hyperspectral imaging technique for the detection of chilling injury in cucumbers; spectral and image analysis
    • Liu Y, Chen YR, Wang CY, Chan DE and Kim MS. Development of hyperspectral imaging technique for the detection of chilling injury in cucumbers; spectral and image analysis. Applied Engineering in Agriculture 2006: 22(1): 101-111.
    • (2006) Applied Engineering in Agriculture , vol.22 , Issue.1 , pp. 101-111
    • Liu, Y.1    Chen, Y.R.2    Wang, C.Y.3    Chan, D.E.4    Kim, M.S.5
  • 16
    • 0038269627 scopus 로고    scopus 로고
    • NIR/MIR dual-sensor machine vision system for online apple stem-end/calyx recognition
    • Cheng X, Tao Y, Chen YR and Luo Y. NIR/MIR dual-sensor machine vision system for online apple stem-end/calyx recognition. Transactions of the ASAE 2003 46(2): 551-558.
    • (2003) Transactions of the ASAE , vol.46 , Issue.2 , pp. 551-558
    • Cheng, X.1    Tao, Y.2    Chen, Y.R.3    Luo, Y.4
  • 17
    • 1042301912 scopus 로고    scopus 로고
    • Multispectral imaging for predicting firmness and soluble solids content of apple fruit
    • Lu R. Multispectral imaging for predicting firmness and soluble solids content of apple fruit. Postharvest Biology and Technology 2004: 31(1): 147-157.
    • (2004) Postharvest Biology and Technology , vol.31 , Issue.1 , pp. 147-157
    • Lu, R.1
  • 19
    • 0032122291 scopus 로고    scopus 로고
    • Non-destructive measurement of acidity, soluble solids, and Firmness of Jonagold apples using NIR-spectroscopy
    • Lammertyn J, Nicolaï B, Ooms K, De Smedt V and De Baerdemaeker J. Non-destructive measurement of acidity, soluble solids, and Firmness of Jonagold apples using NIR-spectroscopy. Transactions of the ASAE 1998: 41(4): 1089-1094.
    • (1998) Transactions of the ASAE , vol.41 , Issue.4 , pp. 1089-1094
    • Lammertyn, J.1    Nicolaï, B.2    Ooms, K.3    De Smedt, V.4    De Baerdemaeker, J.5
  • 20
    • 1542404807 scopus 로고    scopus 로고
    • Determination of water contents in leaves by a near infrared multispectral imaging technique
    • Tran CD and Grishko V. Determination of water contents in leaves by a near infrared multispectral imaging technique. Microchemical Journal 2004: 76: 91-94.
    • (2004) Microchemical Journal , vol.76 , pp. 91-94
    • Tran, C.D.1    Grishko, V.2
  • 21
    • 20444485208 scopus 로고    scopus 로고
    • Industrial application for inline material sorting using hyperspectral imaging in the NIR range
    • Tatzer P, Wolf M and Panner T. Industrial application for inline material sorting using hyperspectral imaging in the NIR range. Real-Time Imaging 2005: 11: 99-107.
    • (2005) Real-Time Imaging , vol.11 , pp. 99-107
    • Tatzer, P.1    Wolf, M.2    Panner, T.3
  • 22
    • 0043194275 scopus 로고    scopus 로고
    • Development of hyperspectral imaging technique for the detection of apple surface defects and contaminations
    • Mehl Patrick M, Chen Yud-Ren, Kim Moon S and Chan Diane E. Development of hyperspectral imaging technique for the detection of apple surface defects and contaminations. Journal of Food Engineering 2004: 61: 67-81.
    • (2004) Journal of Food Engineering , vol.61 , pp. 67-81
    • Mehl Patrick, M.1    Yud-Ren, C.2    Kim Moon, S.3    Chan Diane, E.4
  • 23
    • 14044278122 scopus 로고    scopus 로고
    • Development of multispectral image processing algorithms for identification of wholesome, septicemic, and inflammatory process chickens
    • Yang CC, Chao K and Chen YR. Development of multispectral image processing algorithms for identification of wholesome, septicemic, and inflammatory process chickens. Journal of Food Engineering 2005: 69: 225-234.
    • (2005) Journal of Food Engineering , vol.69 , pp. 225-234
    • Yang, C.C.1    Chao, K.2    Chen, Y.R.3
  • 24
    • 0037594488 scopus 로고    scopus 로고
    • Detection of Bruises on Apples using Near-Infrared Hyperspectral Imaging
    • Lu R. Detection of Bruises on Apples using Near-Infrared Hyperspectral Imaging. Transactions of the ASAE 2003: 46(2): 523-530.
    • (2003) Transactions of the ASAE , vol.46 , Issue.2 , pp. 523-530
    • Lu, R.1
  • 25
    • 0035175852 scopus 로고    scopus 로고
    • Hyperspectral reflectance and fluorescence imaging system for food quality and safety
    • Kim MS, Chen YR and Mehl PM.. Hyperspectral reflectance and fluorescence imaging system for food quality and safety. Transactions of the ASAE 2001: 44(3): 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
  • 26
    • 6344220314 scopus 로고    scopus 로고
    • Cheng X, Chen YR, Tao Y, Wang CY, Kim MS and Lefcourt AM. A novel integrated PCA and FLD method on hyperspectral image feature extraction for cucumber chilling damage inspection. Transactions of the ASAE 2004: 47(4), 1313?1320.
    • Cheng X, Chen YR, Tao Y, Wang CY, Kim MS and Lefcourt AM. A novel integrated PCA and FLD method on hyperspectral image feature extraction for cucumber chilling damage inspection. Transactions of the ASAE 2004: 47(4), 1313?1320.
  • 27
    • 0034555366 scopus 로고    scopus 로고
    • Use of genetic artificial neural networks and spectral imaging for defect detection on cherries
    • Guyer D and Yang X. Use of genetic artificial neural networks and spectral imaging for defect detection on cherries. Computers and Electronics in Agriculture 2000: 29: 179-194.
    • (2000) Computers and Electronics in Agriculture , vol.29 , pp. 179-194
    • Guyer, D.1    Yang, X.2
  • 28
    • 14644392191 scopus 로고    scopus 로고
    • Keskin M, Dodd RB, Han YJ and Khalilian A. Assessing nitrogen content of golf course turfgrass clippings using spectral reflectance. Applied Engineering in Agriculture 2004: 20(6): 851?860.
    • Keskin M, Dodd RB, Han YJ and Khalilian A. Assessing nitrogen content of golf course turfgrass clippings using spectral reflectance. Applied Engineering in Agriculture 2004: 20(6): 851?860.
  • 29
    • 3142568487 scopus 로고    scopus 로고
    • Simple algorithms for the classification of visible/near-infrared and hyperspectral imaging spectra of chicken skins, feces, and fecal contaminated skins
    • Liu Y, Windham WR, Lawrence KC and Park B. Simple algorithms for the classification of visible/near-infrared and hyperspectral imaging spectra of chicken skins, feces, and fecal contaminated skins. Applied Spectroscopy 2003: 57(12): 1609-1612.
    • (2003) Applied Spectroscopy , vol.57 , Issue.12 , pp. 1609-1612
    • Liu, Y.1    Windham, W.R.2    Lawrence, K.C.3    Park, B.4
  • 30
    • 21244436700 scopus 로고    scopus 로고
    • Performance of some variable selection methods when multicollinearity is present
    • Chong L-G and Jun C-H. Performance of some variable selection methods when multicollinearity is present. Chemometrics and Intelligent Laboratory Systems 2005: 78(1): 103-112.
    • (2005) Chemometrics and Intelligent Laboratory Systems , vol.78 , Issue.1 , pp. 103-112
    • Chong, L.-G.1    Jun, C.-H.2
  • 31
    • 0043194275 scopus 로고    scopus 로고
    • Development of hyperspectral imaging technique for the detection of apple surface defects and contaminations
    • Mehl PM, Chen Y-R, Kim MS and Chan DE. Development of hyperspectral imaging technique for the detection of apple surface defects and contaminations. Journal of Food Engineering 2004: 61(1): 67-81.
    • (2004) Journal of Food Engineering , vol.61 , Issue.1 , pp. 67-81
    • Mehl, P.M.1    Chen, Y.-R.2    Kim, M.S.3    Chan, D.E.4
  • 32
    • 33846601336 scopus 로고    scopus 로고
    • Near infrared technology in the agricultural and food industries
    • Edited by Phil Williams and Karl Norris. American Association of Cereal Chemists, St Paul, MN, USA;
    • Hruschka WR. Near infrared technology in the agricultural and food industries. Data analysis: wavelength selection methods, Edited by Phil Williams and Karl Norris. American Association of Cereal Chemists, St Paul, MN, USA; 2001.
    • (2001) Data analysis: Wavelength selection methods
    • Hruschka, W.R.1
  • 33
    • 22444451522 scopus 로고    scopus 로고
    • Bruise detection on 'Jonagold' apples using hyperspectral imaging
    • Xing J and De Baerdemaeker. J Bruise detection on 'Jonagold' apples using hyperspectral imaging. Postharvest Biology and Technology 2005: 37(1): 152-162.
    • (2005) Postharvest Biology and Technology , vol.37 , Issue.1 , pp. 152-162
    • Xing, J.1    De Baerdemaeker, J.2
  • 35
    • 1942424240 scopus 로고    scopus 로고
    • Identification of animal meat muscles by visible and near infrared reflectance spectroscopy
    • Cozzolino D and 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
  • 36
    • 2342507753 scopus 로고    scopus 로고
    • Single-kernel maize analysis by Near-infrared hyperspectral imaging
    • Cogdill RP, Hurburgh Jr CR and Rippke GR. Single-kernel maize analysis by Near-infrared hyperspectral imaging. Transactions of the ASAE 2004: 47(1): 311-320.
    • (2004) Transactions of the ASAE , vol.47 , Issue.1 , pp. 311-320
    • Cogdill, R.P.1    Hurburgh Jr, C.R.2    Rippke, G.R.3
  • 40
    • 0036235333 scopus 로고    scopus 로고
    • Effect of ionizing radiation on quality characteristics of vacuum-packaged normal, pale-soft-exudative, and dark-firm-dry pork
    • Nam KC, Du M, Jo D and Ahn U. Effect of ionizing radiation on quality characteristics of vacuum-packaged normal, pale-soft-exudative, and dark-firm-dry pork. Journal of Innovative Food Science and Emerging Technologies 2002: 3:73-79.
    • (2002) Journal of Innovative Food Science and Emerging Technologies , vol.3 , pp. 73-79
    • Nam, K.C.1    Du, M.2    Jo, D.3    Ahn, U.4
  • 41
    • 33846619199 scopus 로고    scopus 로고
    • Hyperspectral imaging for nondestructive determination of quality attributes for strawberry
    • In press
    • ElMasry G, Wang N and Ngadi MO. Hyperspectral imaging for nondestructive determination of quality attributes for strawberry. Journal of Food Engineering (In press).
    • Journal of Food Engineering
    • ElMasry, G.1    Wang, N.2    Ngadi, M.O.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.