메뉴 건너뛰기




Volumn 7, Issue 11, 2014, Pages 3088-3099

Using Wavelet Textural Features of Visible and Near Infrared Hyperspectral Image to Differentiate Between Fresh and Frozen–Thawed Pork

Author keywords

Classification; Fresh and frozen thawed; Hyperspectral imaging; Least squares support vector machine; Partial least squares; Pork; Prediction; Texture; Wavelets transform

Indexed keywords

CLASSIFICATION (OF INFORMATION); DISCRETE WAVELET TRANSFORMS; FORECASTING; HYPERSPECTRAL IMAGING; IMAGE ANALYSIS; INFRARED DEVICES; LEAST SQUARES APPROXIMATIONS; MEATS; SPECTROSCOPY; SUPPORT VECTOR MACHINES; TEXTURES; THAWING;

EID: 84911004813     PISSN: 19355130     EISSN: 19355149     Source Type: Journal    
DOI: 10.1007/s11947-014-1330-x     Document Type: Article
Times cited : (66)

References (51)
  • 1
    • 84876736804 scopus 로고    scopus 로고
    • NIR hyperspectral imaging as non-destructive evaluation tool for the recognition of fresh and frozen-thawed porcine longissimus dorsi muscles
    • COI: 1:CAS:528:DC%2BC3sXivF2isbc%3D
    • Barbin, D., Sun, D.-W., & Su, C. (2013). NIR hyperspectral imaging as non-destructive evaluation tool for the recognition of fresh and frozen-thawed porcine longissimus dorsi muscles. Innovative Food Science & Emerging Technologies, 18, 226–236.
    • (2013) Innovative Food Science & Emerging Technologies , vol.18 , pp. 226-236
    • Barbin, D.1    Sun, D.-W.2    Su, C.3
  • 2
    • 0042427804 scopus 로고    scopus 로고
    • Comparative study on physicochemical changes of muscle proteins from some tropical fish during frozen storage
    • COI: 1:CAS:528:DC%2BD3sXmt1GrsL8%3D
    • Benjakul, S., Visessanguan, W., Thongkaew, C., & Tanaka, M. (2003). Comparative study on physicochemical changes of muscle proteins from some tropical fish during frozen storage. Food Research International, 36(8), 787–795.
    • (2003) Food Research International , vol.36 , Issue.8 , pp. 787-795
    • Benjakul, S.1    Visessanguan, W.2    Thongkaew, C.3    Tanaka, M.4
  • 3
    • 57349117127 scopus 로고    scopus 로고
    • Wavelet transform to discriminate between crop and weed in perspective agronomic images
    • Bossu, J., Gee, C., Jones, G., & Truchetet, F. (2009). Wavelet transform to discriminate between crop and weed in perspective agronomic images. Computers and Electronics in Agriculture, 65(1), 133–143.
    • (2009) Computers and Electronics in Agriculture , vol.65 , Issue.1 , pp. 133-143
    • Bossu, J.1    Gee, C.2    Jones, G.3    Truchetet, F.4
  • 4
    • 0031191630 scopus 로고    scopus 로고
    • The use of the area under the roc curve in the evaluation of machine learning algorithms
    • Bradley, A. P. (1997). The use of the area under the roc curve in the evaluation of machine learning algorithms. Pattern Recognition, 30(7), 1145–1159.
    • (1997) Pattern Recognition , vol.30 , Issue.7 , pp. 1145-1159
    • Bradley, A.P.1
  • 6
    • 0041704095 scopus 로고    scopus 로고
    • High pressure/thermal treatment of meat batters prepared from freeze-thawed pork
    • COI: 1:STN:280:DC%2BC3MbntlGltw%3D%3D
    • Carballo, J., Cofrades, S., Solas, M. T., & Jimenez-Colmenero, F. (2000). High pressure/thermal treatment of meat batters prepared from freeze-thawed pork. Meat Science, 54(4), 357–364.
    • (2000) Meat Science , vol.54 , Issue.4 , pp. 357-364
    • Carballo, J.1    Cofrades, S.2    Solas, M.T.3    Jimenez-Colmenero, F.4
  • 7
    • 39149135828 scopus 로고    scopus 로고
    • Classification of cereal grains using wavelet, morphological, colour, and textural features of non-touching kernel images
    • Choudhary, R., Paliwal, J., & Jayas, D. S. (2008). Classification of cereal grains using wavelet, morphological, colour, and textural features of non-touching kernel images. Biosystems Engineering, 99(3), 330–337.
    • (2008) Biosystems Engineering , vol.99 , Issue.3 , pp. 330-337
    • Choudhary, R.1    Paliwal, J.2    Jayas, D.S.3
  • 8
    • 58749084092 scopus 로고    scopus 로고
    • Identification of wheat classes using wavelet features from near infrared hyperspectral images of bulk samples
    • Choudhary, R., Mahesh, S., Paliwal, J., & Jayas, D. S. (2009). Identification of wheat classes using wavelet features from near infrared hyperspectral images of bulk samples. Biosystems Engineering, 102(2), 115–127.
    • (2009) Biosystems Engineering , vol.102 , Issue.2 , pp. 115-127
    • Choudhary, R.1    Mahesh, S.2    Paliwal, J.3    Jayas, D.S.4
  • 11
    • 70349845545 scopus 로고    scopus 로고
    • Influence of ultrasound on freezing rate of immersion-frozen apples. Food and Bioprocess Technology
    • Delgado, A. E., Zheng, L., & Sun, D.-W. (2009). Influence of ultrasound on freezing rate of immersion-frozen apples. Food and Bioprocess Technology, 2(3)263--270.
    • (2009) 2(3)263--270
    • Delgado, A.E.1    Zheng, L.2    Sun, D.-W.3
  • 13
    • 80053178687 scopus 로고    scopus 로고
    • Effects of different storage conditions on quality related porphyrin fluorescence signatures of pork slices
    • COI: 1:CAS:528:DC%2BC3MXht1ens77J
    • Durek, J., Bolling, J. S., Knorr, D., Schwagele, F., & Schluter, O. (2012). Effects of different storage conditions on quality related porphyrin fluorescence signatures of pork slices. Meat Science, 90(1), 252–258.
    • (2012) Meat Science , vol.90 , Issue.1 , pp. 252-258
    • Durek, J.1    Bolling, J.S.2    Knorr, D.3    Schwagele, F.4    Schluter, O.5
  • 14
    • 52049119358 scopus 로고    scopus 로고
    • Fluorescence spectroscopy as a novel approach for the assessment of myofibrillar protein oxidation in oil-in-water emulsions
    • COI: 1:CAS:528:DC%2BD1cXhtFOqs77M
    • Estevez, M., Kylli, P., Puolanne, E., Kivikari, R., & Heinonen, M. (2008). Fluorescence spectroscopy as a novel approach for the assessment of myofibrillar protein oxidation in oil-in-water emulsions. Meat Science, 80(4), 1290–1296.
    • (2008) Meat Science , vol.80 , Issue.4 , pp. 1290-1296
    • Estevez, M.1    Kylli, P.2    Puolanne, E.3    Kivikari, R.4    Heinonen, M.5
  • 16
    • 61849170621 scopus 로고    scopus 로고
    • Identification of mushrooms subjected to freeze damage using hyperspectral imaging
    • Gowen, A. A., Taghizadeh, M., & O’Donnell, C. P. (2009). Identification of mushrooms subjected to freeze damage using hyperspectral imaging. Journal of Food Engineering, 93(1), 7–12.
    • (2009) Journal of Food Engineering , vol.93 , Issue.1 , pp. 7-12
    • Gowen, A.A.1    Taghizadeh, M.2    O’Donnell, C.P.3
  • 17
    • 11444252114 scopus 로고    scopus 로고
    • Perspective of NIRS measurements early post mortem for prediction of pork quality
    • COI: 1:STN:280:DC%2BC3MbnsFeluw%3D%3D
    • Hoving-Bolink, A. H., Vedder, H. W., Merks, J. W. M., de Klein, W. J. H., Reimert, H. G. M., Frankhuizen, R., et al. (2005). Perspective of NIRS measurements early post mortem for prediction of pork quality. Meat Science, 69(3), 417–423.
    • (2005) Meat Science , vol.69 , Issue.3 , pp. 417-423
    • Hoving-Bolink, A.H.1    Vedder, H.W.2    Merks, J.W.M.3    de Klein, W.J.H.4    Reimert, H.G.M.5    Frankhuizen, R.6
  • 18
    • 84872011905 scopus 로고    scopus 로고
    • Recent advances in image processing using image texture features for food quality assessment
    • COI: 1:CAS:528:DC%2BC38XhsFKlu7bE
    • Jackman, P., & Sun, D. W. (2013). Recent advances in image processing using image texture features for food quality assessment. Trends in Food Science & Technology, 29(1), 35–43.
    • (2013) Trends in Food Science & Technology , vol.29 , Issue.1 , pp. 35-43
    • Jackman, P.1    Sun, D.W.2
  • 19
    • 84856049037 scopus 로고    scopus 로고
    • Effects of radix puerariae extracts on physicochemical and sensory quality of precooked pork sausage during cold storage
    • COI: 1:CAS:528:DC%2BC38XhtFOit7g%3D
    • Jung, E. Y., Yun, I. R., Go, G. W., Kim, G. D., Seo, H. W., Joo, S. T., et al. (2012). Effects of radix puerariae extracts on physicochemical and sensory quality of precooked pork sausage during cold storage. LWT--Food Science and Technology, 46(2), 556–562.
    • (2012) LWT--Food Science and Technology , vol.46 , Issue.2 , pp. 556-562
    • Jung, E.Y.1    Yun, I.R.2    Go, G.W.3    Kim, G.D.4    Seo, H.W.5    Joo, S.T.6
  • 20
    • 79952043057 scopus 로고    scopus 로고
    • Application of NIR hyperspectral imaging for discrimination of lamb muscles
    • Kamruzzaman, M., ElMasry, G., Sun, D.-W., & Allen, P. (2011). Application of NIR hyperspectral imaging for discrimination of lamb muscles. Journal of food engineering, 104(3), 332--340.
    • (2011) Journal of food engineering , vol.104 , Issue.3 , pp. 332-340
    • Kamruzzaman, M.1    ElMasry, G.2    Sun, D.-W.3    Allen, P.4
  • 21
    • 84870560146 scopus 로고    scopus 로고
    • Potential of hyperspectral imaging and pattern recognition for categorization and authentication of red meat
    • COI: 1:CAS:528:DC%2BC38XhvVSlsr7L
    • Kamruzzaman, M., Barbin, D., ElMasry, G., Sun, D.-W., & Allen, P. (2012). Potential of hyperspectral imaging and pattern recognition for categorization and authentication of red meat. Innovative Food Science & Emerging Technologies, 16, 316–325.
    • (2012) Innovative Food Science & Emerging Technologies , vol.16 , pp. 316-325
    • Kamruzzaman, M.1    Barbin, D.2    ElMasry, G.3    Sun, D.-W.4    Allen, P.5
  • 22
    • 79955910820 scopus 로고    scopus 로고
    • Discrimination of Rhizoma Corydalis from two sources by near-infrared spectroscopy supported by the wavelet transform and least-squares support vector machine methods
    • COI: 1:CAS:528:DC%2BC3MXmtVGksrY%3D
    • Lai, Y., Ni, Y., & Kokot, S. (2011). Discrimination of Rhizoma Corydalis from two sources by near-infrared spectroscopy supported by the wavelet transform and least-squares support vector machine methods. Vibrational Spectroscopy, 56(2), 154–160.
    • (2011) Vibrational Spectroscopy , vol.56 , Issue.2 , pp. 154-160
    • Lai, Y.1    Ni, Y.2    Kokot, S.3
  • 23
    • 84861970023 scopus 로고    scopus 로고
    • Meat quality and cooking attributes of thawed pork with different low field NMR T-21
    • Li, C. B., Liu, D. Y., Zhou, G. H., Xu, X. L., Qi, J., Shi, P. L., et al. (2012). Meat quality and cooking attributes of thawed pork with different low field NMR T-21. Meat Science, 92(2), 79–83.
    • (2012) Meat Science , vol.92 , Issue.2 , pp. 79-83
    • Li, C.B.1    Liu, D.Y.2    Zhou, G.H.3    Xu, X.L.4    Qi, J.5    Shi, P.L.6
  • 24
    • 84855203538 scopus 로고    scopus 로고
    • On-line prediction of pH values in fresh pork using visible/near-infrared spectroscopy with wavelet de-noising and variable selection methods
    • COI: 1:CAS:528:DC%2BC38XhvFWmtQ%3D%3D
    • Liao, Y., Fan, Y., & Cheng, F. (2012). On-line prediction of pH values in fresh pork using visible/near-infrared spectroscopy with wavelet de-noising and variable selection methods. Journal of Food Engineering, 109(4), 668–675.
    • (2012) Journal of Food Engineering , vol.109 , Issue.4 , pp. 668-675
    • Liao, Y.1    Fan, Y.2    Cheng, F.3
  • 25
    • 0035545384 scopus 로고    scopus 로고
    • Two-dimensional visible/near-infrared correlation spectroscopy study of thawing behavior of frozen chicken meats without exposure to air
    • COI: 1:CAS:528:DC%2BD3cXot12ltrg%3D
    • Liu, Y. L., & Chen, Y. R. (2001). Two-dimensional visible/near-infrared correlation spectroscopy study of thawing behavior of frozen chicken meats without exposure to air. Meat Science, 57(3), 299–310.
    • (2001) Meat Science , vol.57 , Issue.3 , pp. 299-310
    • Liu, Y.L.1    Chen, Y.R.2
  • 26
    • 0842263120 scopus 로고    scopus 로고
    • Two-dimensional correlation analysis of visible/near-infrared spectral intensity variations of chicken breasts with various chilled and frozen storages
    • COI: 1:CAS:528:DC%2BD2cXjs1aiuw%3D%3D
    • Liu, Y. L., Barton, F. E., Lyon, B. G., Windham, W. R., & Lyon, C. E. (2004). Two-dimensional correlation analysis of visible/near-infrared spectral intensity variations of chicken breasts with various chilled and frozen storages. Journal of Agricultural and Food Chemistry, 52(3), 505–510.
    • (2004) Journal of Agricultural and Food Chemistry , vol.52 , Issue.3 , pp. 505-510
    • Liu, Y.L.1    Barton, F.E.2    Lyon, B.G.3    Windham, W.R.4    Lyon, C.E.5
  • 27
    • 80555131177 scopus 로고    scopus 로고
    • Identification of cattle, llama and horse meat by near infrared reflectance or transflectance spectroscopy
    • COI: 1:CAS:528:DC%2BC3MXhsVWkt77J
    • Mamani-Linares, L. W., Gallo, C., & Alomar, D. (2012). Identification of cattle, llama and horse meat by near infrared reflectance or transflectance spectroscopy. Meat Science, 90(2), 378–385.
    • (2012) Meat Science , vol.90 , Issue.2 , pp. 378-385
    • Mamani-Linares, L.W.1    Gallo, C.2    Alomar, D.3
  • 28
    • 0034415651 scopus 로고    scopus 로고
    • The effect of ionising radiation on the colour of leg and breast of poultry meat
    • COI: 1:STN:280:DC%2BC3Mbntl2qug%3D%3D
    • Millar, S. J., Moss, B. W., & Stevenson, M. H. (2000). The effect of ionising radiation on the colour of leg and breast of poultry meat. Meat Science, 55(3), 361–370.
    • (2000) Meat Science , vol.55 , Issue.3 , pp. 361-370
    • Millar, S.J.1    Moss, B.W.2    Stevenson, M.H.3
  • 29
    • 77958456833 scopus 로고    scopus 로고
    • Pork meat quality classification using visible/near-infrared spectroscopic data
    • Monroy, M., Prasher, S., Ngadi, M. O., & Karimi, Y. (2010). Pork meat quality classification using visible/near-infrared spectroscopic data. Biosystems Engineering, 107(3), 271–276.
    • (2010) Biosystems Engineering , vol.107 , Issue.3 , pp. 271-276
    • Monroy, M.1    Prasher, S.2    Ngadi, M.O.3    Karimi, Y.4
  • 30
    • 34147094773 scopus 로고    scopus 로고
    • Use of visible spectroscopy for quality classification of intact pork meat
    • Ngadi, M., Xing, J., Gunenc, A., Prasher, S., & Gariepy, C. (2007). Use of visible spectroscopy for quality classification of intact pork meat. Journal of Food Engineering, 82(2), 135–141.
    • (2007) Journal of Food Engineering , vol.82 , Issue.2 , pp. 135-141
    • Ngadi, M.1    Xing, J.2    Gunenc, A.3    Prasher, S.4    Gariepy, C.5
  • 32
    • 84861198466 scopus 로고    scopus 로고
    • Texture extraction: an evaluation of ridgelet, wavelet and co-occurrence based methods applied to mammograms
    • Ramos, R. P., do Nascimento, M. Z., & Pereira, D. C. (2012). Texture extraction: an evaluation of ridgelet, wavelet and co-occurrence based methods applied to mammograms. Expert Systems with Applications, 39(12), 11036–11047.
    • (2012) Expert Systems with Applications , vol.39 , Issue.12 , pp. 11036-11047
    • Ramos, R.P.1    do Nascimento, M.Z.2    Pereira, D.C.3
  • 33
    • 33846856939 scopus 로고    scopus 로고
    • Wavelet based multi-spectral image analysis of maize leaf chlorophyll content
    • Reum, D., & Zhang, Q. (2007). Wavelet based multi-spectral image analysis of maize leaf chlorophyll content. Computers and Electronics in Agriculture, 56(1), 60–71.
    • (2007) Computers and Electronics in Agriculture , vol.56 , Issue.1 , pp. 60-71
    • Reum, D.1    Zhang, Q.2
  • 34
    • 5444273045 scopus 로고    scopus 로고
    • Effect of freezing and thawing on the histology and ultrastructure of buffalo muscle
    • Sen, A. R., & Sharma, N. (2004). Effect of freezing and thawing on the histology and ultrastructure of buffalo muscle. Asian-Australasian Journal of Animal Sciences, 17(9), 1291–1295.
    • (2004) Asian-Australasian Journal of Animal Sciences , vol.17 , Issue.9 , pp. 1291-1295
    • Sen, A.R.1    Sharma, N.2
  • 36
    • 0027701378 scopus 로고
    • The moisture-content relative-humidity equilibrium relationship of wheat-a review
    • Sun, D.-W., & Woods, J. L. (1993). The moisture-content relative-humidity equilibrium relationship of wheat-a review. Drying Technology, 11(7), 1523--1551.
    • (1993) Drying Technology , vol.11 , Issue.7 , pp. 1523-1551
    • Sun, D.-W.1    Woods, J.L.2
  • 37
    • 0000581669 scopus 로고
    • Low-temperature moisture transfer characteristics of barley-thin-layer models and equilibrium isotherms
    • Sun, D.-W., & Woods, J. L. (1994). Low-temperature moisture transfer characteristics of barley-thin-layer models and equilibrium isotherms. Journal of Agricultural Engineering Research, 59(4), 273--283.
    • (1994) Journal of Agricultural Engineering Research , vol.59 , Issue.4 , pp. 273-283
    • Sun, D.-W.1    Woods, J.L.2
  • 38
    • 0033036096 scopus 로고    scopus 로고
    • Comparison and selection of EMC ERH isotherm equations for rice
    • Sun, D.-W. (1999). Comparison and selection of EMC ERH isotherm equations for rice. Journal of Stored Products Research, 35(3), 249--264.
    • (1999) Journal of Stored Products Research , vol.35 , Issue.3 , pp. 249-264
    • Sun, D.-W.1
  • 39
    • 0001318491 scopus 로고    scopus 로고
    • Selection of EMC/ERH isotherm equations for rapeseed
    • Sun, DW., & Byrne, C. (1998). Selection of EMC/ERH isotherm equations for rapeseed. Journal of Agricultural Engineering Research, 69(4), 307--315.
    • (1998) Journal of Agricultural Engineering Research , vol.69 , Issue.4 , pp. 307-315
    • Sun, D.W.1    Byrne, C.2
  • 40
    • 0031277986 scopus 로고    scopus 로고
    • Simulation of the heat and moisture transfer process during drying in deep grain beds
    • Sun, D.-W., & Woods, J. L. (1997). Simulation of the heat and moisture transfer process during drying in deep grain beds. Drying Technology, 15(10), 2479--2508.
    • (1997) Drying Technology , vol.15 , Issue.10 , pp. 2479-2508
    • Sun, D.-W.1    Woods, J.L.2
  • 41
    • 0032638628 scopus 로고    scopus 로고
    • Least squares support vector machine classifiers
    • Suykens, J. A. K., & Vandewalle, J. (1999). Least squares support vector machine classifiers. Neural Processing Letters, 9(3), 293–300.
    • (1999) Neural Processing Letters , vol.9 , Issue.3 , pp. 293-300
    • Suykens, J.A.K.1    Vandewalle, J.2
  • 42
    • 0032183198 scopus 로고    scopus 로고
    • Derivative analysis of hyperspectral data
    • Tsai, F., & Philpot, W. (1998). Derivative analysis of hyperspectral data. Remote Sensing of Environment, 66(1), 41–51.
    • (1998) Remote Sensing of Environment , vol.66 , Issue.1 , pp. 41-51
    • Tsai, F.1    Philpot, W.2
  • 43
    • 27544507323 scopus 로고    scopus 로고
    • Non-destructive visible/NIR spectroscopy for differentiation of fresh and frozen-thawed fish
    • Uddin, M., Okazaki, E., Turza, S., Yumiko, Y., Tanaka, M., & Fukuda, Y. (2005). Non-destructive visible/NIR spectroscopy for differentiation of fresh and frozen-thawed fish. Journal of Food Science, 70(8), 506–510.
    • (2005) Journal of Food Science , vol.70 , Issue.8 , pp. 506-510
    • Uddin, M.1    Okazaki, E.2    Turza, S.3    Yumiko, Y.4    Tanaka, M.5    Fukuda, Y.6
  • 44
    • 53549099926 scopus 로고    scopus 로고
    • Colour calibration of a laboratory computer vision system for quality evaluation of pre-sliced hams
    • Valous, N. A., Mendoza, F., Sun, D.-W., & Allen, P. (2009). Colour calibration of a laboratory computer vision system for quality evaluation of pre-sliced hams. Meat science, 81(1), 132--141.
    • (2009) Meat science , vol.81 , Issue.1 , pp. 132-141
    • Valous, N.A.1    Mendoza, F.2    Sun, D.-W.3    Allen, P.4
  • 46
    • 0035703120 scopus 로고    scopus 로고
    • Rapid cooling of porous and moisture foods by using vacuum cooling technology
    • Wang, LJ., & Sun, D.-W. (2001). Rapid cooling of porous and moisture foods by using vacuum cooling technology. Trends in Food Science & Technology, 12(5-6), 174--184.
    • (2001) Trends in Food Science & Technology , vol.12 , Issue.5-6 , pp. 174-184
    • Wang, L.J.1    Sun, D.-W.2
  • 47
    • 67649850393 scopus 로고    scopus 로고
    • Physicochemical change and protein oxidation in porcine longissimus dorsi as influenced by different freeze-thaw cycles
    • COI: 1:CAS:528:DC%2BD1MXosVWqurc%3D
    • Xia, X., Kong, B., Liu, Q., & Liu, J. (2009). Physicochemical change and protein oxidation in porcine longissimus dorsi as influenced by different freeze-thaw cycles. Meat Science, 83(2), 239–245.
    • (2009) Meat Science , vol.83 , Issue.2 , pp. 239-245
    • Xia, X.1    Kong, B.2    Liu, Q.3    Liu, J.4
  • 49
    • 79961105195 scopus 로고    scopus 로고
    • Fresh and frozen-thawed meat discrimination based on FISS imaging spectral data
    • COI: 1:CAS:528:DC%2BC3MXhtVWrurrJ
    • Zhang, X. W., Zhang, L. F., Huang, C. P., Zheng, L. F., & Tong, Q. X. (2011). Fresh and frozen-thawed meat discrimination based on FISS imaging spectral data. Spectroscopy and Spectral Analysis, 31(8), 2187–2190.
    • (2011) Spectroscopy and Spectral Analysis , vol.31 , Issue.8 , pp. 2187-2190
    • Zhang, X.W.1    Zhang, L.F.2    Huang, C.P.3    Zheng, L.F.4    Tong, Q.X.5
  • 50
    • 32644440328 scopus 로고    scopus 로고
    • Recent applications of image texture for evaluation of food qualities—a review
    • COI: 1:CAS:528:DC%2BD28XhsFyhsb4%3D
    • Zheng, C. X., Sun, D. W., & Zheng, L. Y. (2006). Recent applications of image texture for evaluation of food qualities—a review. Trends in Food Science & Technology, 17(3), 113–128.
    • (2006) Trends in Food Science & Technology , vol.17 , Issue.3 , pp. 113-128
    • Zheng, C.X.1    Sun, D.W.2    Zheng, L.Y.3
  • 51
    • 84883655179 scopus 로고    scopus 로고
    • Application of visible and near infrared hyperspectral imaging to differentiate between fresh and frozen–thawed fish fillets
    • Zhu, F., Zhang, D., He, Y., Liu, F., & Sun, D.-W. (2013). Application of visible and near infrared hyperspectral imaging to differentiate between fresh and frozen–thawed fish fillets. Food and Bioprocess Technology, 10(6), 2931–2937.
    • (2013) Food and Bioprocess Technology , vol.10 , Issue.6 , pp. 2931-2937
    • Zhu, F.1    Zhang, D.2    He, Y.3    Liu, F.4    Sun, D.-W.5


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.