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Volumn 53, Issue 4, 2010, Pages 1175-1182

Optimal wavelength selection for hyperspectral scattering prediction of apple firmness and soluble solids content

Author keywords

Apple; Firmness; Fruit; Hierarchical evolutionary algorithm; Hyperspectral scattering; Nondestructive sensing; Partial least squares; Soluble solids content; Subspace decomposition

Indexed keywords

APPLE; FIRMNESS; HIERARCHICAL EVOLUTIONARY ALGORITHM; HYPERSPECTRAL; NONDESTRUCTIVE SENSING; PARTIAL LEAST SQUARES; SOLUBLE SOLIDS CONTENT; SUBSPACE DECOMPOSITION;

EID: 77956461847     PISSN: 21510032     EISSN: None     Source Type: Journal    
DOI: None     Document Type: Article
Times cited : (28)

References (20)
  • 1
    • 0001650502 scopus 로고
    • Sizing populations for serial and parallel genetic algorithms
    • San Mateo, Cal.: Morgan Kaufman
    • Goldberg, D. E. 1989. Sizing populations for serial and parallel genetic algorithms. In Proc. 3rd Intl. Conf. on Genetic Algorithms, 70-79. San Mateo, Cal.: Morgan Kaufman.
    • (1989) Proc. 3rd Intl. Conf. on Genetic Algorithms , pp. 70-79
    • Goldberg, D.E.1
  • 2
    • 26044482075 scopus 로고    scopus 로고
    • A hierarchical evolutionary algorithm for constructing and training wavelet networks
    • He, Y., F. Chu, and B. Zhong. 2002. A hierarchical evolutionary algorithm for constructing and training wavelet networks. Neural Computing and Applications 10(4): 357-366.
    • (2002) Neural Computing and Applications , vol.10 , Issue.4 , pp. 357-366
    • He, Y.1    Chu, F.2    Zhong, B.3
  • 3
    • 0347525784 scopus 로고    scopus 로고
    • Selection of the most efficient wavelength bands for 'Jonagold' apple sorting
    • Kleynen, O., V. Leemans, and M.-F. Destain. 2003. Selection of the most efficient wavelength bands for 'Jonagold' apple sorting. Postharvest Biol. Tech. 30(3): 221-232.
    • (2003) Postharvest Biol. Tech. , vol.30 , Issue.3 , pp. 221-232
    • Kleynen, O.1    Leemans, V.2    Destain, M.-F.3
  • 4
    • 53849098345 scopus 로고    scopus 로고
    • A hierarchical evolutionary algorithm for automatic medical image segmentation
    • Lai, C., and C. Chang. 2009. A hierarchical evolutionary algorithm for automatic medical image segmentation. Expert Systems with Applications 36(1): 248-259.
    • (2009) Expert Systems with Applications , vol.36 , Issue.1 , pp. 248-259
    • Lai, C.1    Chang, C.2
  • 5
    • 0033647286 scopus 로고    scopus 로고
    • Application of genetic algorithm-PLS for feature selection in spectral data sets
    • Leardi, R. 2000. Application of genetic algorithm-PLS for feature selection in spectral data sets. J. Chemometrics 14(6): 643-655.
    • (2000) J. Chemometrics , vol.14 , Issue.6 , pp. 643-655
    • Leardi, R.1
  • 6
    • 0345019845 scopus 로고    scopus 로고
    • Genetic algorithms applied to feature selection in PLS regression: How and when to use them
    • Leardi, R., and A. Lupiáñez González. 1998. Genetic algorithms applied to feature selection in PLS regression: How and when to use them. Chemometrics and Intelligent Lab. Systems 41(2): 195-207.
    • (1998) Chemometrics and Intelligent Lab. Systems , vol.41 , Issue.2 , pp. 195-207
    • Leardi, R.1    Lupiáñez González, A.2
  • 8
    • 1042301912 scopus 로고    scopus 로고
    • Multispectral imaging for predicting firmness and soluble solids content of apple fruit
    • DOI 10.1016/j.postharvbio.2003.08.006
    • Lu, R. 2004. Multispectral imaging for predicting firmness and soluble solids content of apple fruit. Postharvest Biol. Tech. 31(2): 147-157. (Pubitemid 38192856)
    • (2004) Postharvest Biology and Technology , vol.31 , Issue.2 , pp. 147-157
    • Lu, R.1
  • 9
    • 42449119327 scopus 로고    scopus 로고
    • Nondestructive measurement of firmness and soluble solids content for apple fruit using hyperspectral scattering images
    • Lu, R. 2007. Nondestructive measurement of firmness and soluble solids content for apple fruit using hyperspectral scattering images. Sensing and Instrumentation for Food Qual. and Safety 1(1): 19-27.
    • (2007) Sensing and Instrumentation for Food Qual. and Safety , vol.1 , Issue.1 , pp. 19-27
    • Lu, R.1
  • 10
    • 32144452099 scopus 로고    scopus 로고
    • Hyperspectral scattering for assessing peach fruit firmness
    • Lu, R., and Y. Peng. 2006. Hyperspectral scattering for assessing peach fruit firmness. Biosystems Eng. 93(2): 161-171.
    • (2006) Biosystems Eng. , vol.93 , Issue.2 , pp. 161-171
    • Lu, R.1    Peng, Y.2
  • 11
    • 0036111685 scopus 로고    scopus 로고
    • Vis/NIR estimation at harvest of pre-and post-storage quality indices for 'Royal Gala' apple
    • McGlone, V. A., R. B. Jordan, and P. J. Martinsen. 2002. Vis/NIR estimation at harvest of pre-and post-storage quality indices for 'Royal Gala' apple. Postharvest Biol. Tech. 25(2): 135-144.
    • (2002) Postharvest Biol. Tech. , vol.25 , Issue.2 , pp. 135-144
    • McGlone, V.A.1    Jordan, R.B.2    Martinsen, P.J.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., J. A. Abbott, L. Lee, C. Choi, and K. Choi. 2003. Near-infrared diffuse reflectance for quantitative and qualitative measurement of soluble solids and firmness of Delicious and Gala apples. Trans. ASAE 46(6): 1721-1731.
    • (2003) Trans. ASAE , vol.46 , Issue.6 , pp. 1721-1731
    • Park, B.1    Abbott, J.A.2    Lee, L.3    Choi, C.4    Choi, K.5
  • 13
    • 33645455228 scopus 로고    scopus 로고
    • An LCTF-based multispectral imaging system for estimation of apple fruit firmness: Part I. Acquisition and characterization of scattering images
    • Peng, Y., and R. Lu. 2006. An LCTF-based multispectral imaging system for estimation of apple fruit firmness: Part I. Acquisition and characterization of scattering images. Trans. ASABE 49(1): 259-267.
    • (2006) Trans. ASABE , vol.49 , Issue.1 , pp. 259-267
    • Peng, Y.1    Lu, R.2
  • 14
    • 34147120768 scopus 로고    scopus 로고
    • Prediction of apple fruit firmness and soluble solids content using characteristics of multispectral scattering images
    • Peng, Y., and R. Lu. 2007. Prediction of apple fruit firmness and soluble solids content using characteristics of multispectral scattering images. J. Food Eng. 82(2): 142-152.
    • (2007) J. Food Eng. , vol.82 , Issue.2 , pp. 142-152
    • Peng, Y.1    Lu, R.2
  • 15
    • 38949217010 scopus 로고    scopus 로고
    • Analysis of spatially resolved hyperspectral scattering images for assessing apple fruit firmness and soluble solids content
    • Peng, Y., and R. Lu. 2008. Analysis of spatially resolved hyperspectral scattering images for assessing apple fruit firmness and soluble solids content. Postharvest Biol. Tech. 48(1): 52-62.
    • (2008) Postharvest Biol. Tech. , vol.48 , Issue.1 , pp. 52-62
    • Peng, Y.1    Lu, R.2
  • 16
    • 46549089838 scopus 로고    scopus 로고
    • Measurement of the optical properties of fruits and vegetables using spatially resolved hyperspectral diffuse reflectance imaging technique
    • Qin, J., and R. Lu. 2008. Measurement of the optical properties of fruits and vegetables using spatially resolved hyperspectral diffuse reflectance imaging technique. Postharvest Biol. Tech. 49(3): 355-365.
    • (2008) Postharvest Biol. Tech. , vol.49 , Issue.3 , pp. 355-365
    • Qin, J.1    Lu, R.2
  • 17
    • 67049119350 scopus 로고    scopus 로고
    • Prediction of apple internal quality using spectral absorption and scattering properties
    • Qin, J., R. Lu, and Y. Peng. 2009. Prediction of apple internal quality using spectral absorption and scattering properties. Trans. ASABE 52(2): 299-507.
    • (2009) Trans. ASABE , vol.52 , Issue.2 , pp. 299-507
    • Qin, J.1    Lu, R.2    Peng, Y.3
  • 19
    • 0032094818 scopus 로고    scopus 로고
    • Design and optimization of iiR filter structure using hierarchical genetic algorithms
    • Tang, K., K. Man, S. Kwong, and Z. Liu. 1998. Design and optimization of iiR filter structure using hierarchical genetic algorithms. IEEE Trans. Ind. Electronics 45(3): 481-487.
    • (1998) IEEE Trans. Ind. Electronics , vol.45 , Issue.3 , pp. 481-487
    • Tang, K.1    Man, K.2    Kwong, S.3    Liu, Z.4
  • 20
    • 34247468941 scopus 로고    scopus 로고
    • Use of FT-PLS spectrometry in non-invasive measurements of soluble solid contents (SSC) of 'Fuji' apple based on different PLS models
    • Zou, X., J. Zhao, X. Huang, and Y. Li. 2007. Use of FT-PLS spectrometry in non-invasive measurements of soluble solid contents (SSC) of 'Fuji' apple based on different PLS models. Chemometrics and Intelligent Lab. Systems 87(1): 43-51.
    • (2007) Chemometrics and Intelligent Lab. Systems , vol.87 , Issue.1 , pp. 43-51
    • Zou, X.1    Zhao, J.2    Huang, X.3    Li, Y.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.