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Volumn 15, Issue 6, 2007, Pages 351-358

Classification of sound and stained wheat grains using visible and near infrared hyperspectral image analysis

Author keywords

Blackpoint; Fungal stain; Hyperspectral imaging; Near infrared; Pink stain; Wheat

Indexed keywords


EID: 38749103903     PISSN: 09670335     EISSN: None     Source Type: Journal    
DOI: 10.1255/jnirs.754     Document Type: Article
Times cited : (60)

References (22)
  • 1
    • 0031015004 scopus 로고    scopus 로고
    • Black point in wheat: In vitro production of symptoms, enzymes involved and association with Altenaria alternata
    • doi: 10.1071/A96068
    • P.M. Williamson, "Black point in wheat: In vitro production of symptoms, enzymes involved and association with Altenaria alternata", Aust. J. Agric. Res. 48, 13-20(1997). doi: 10.1071/A96068
    • (1997) Aust. J. Agric. Res , vol.48 , pp. 13-20
    • Williamson, P.M.1
  • 2
    • 33646776780 scopus 로고    scopus 로고
    • Application of near infrared reflectance spectroscopy to a durum wheat breeding programme
    • M. Sissons, B. Osborne and S. Sissons, "Application of near infrared reflectance spectroscopy to a durum wheat breeding programme", J. Near Infrared Spectrosc. 14, 17-25 (2006).
    • (2006) J. Near Infrared Spectrosc , vol.14 , pp. 17-25
    • Sissons, M.1    Osborne, B.2    Sissons, S.3
  • 3
    • 0034455025 scopus 로고    scopus 로고
    • Hyperspectral imaging for detection of scab in wheat
    • S.R. Delwiche and M.S. Kim, "Hyperspectral imaging for detection of scab in wheat", Proc. Int. Soc. Opt. Eng. 4203, 13-20 (2000).
    • (2000) Proc. Int. Soc. Opt. Eng , vol.4203 , pp. 13-20
    • Delwiche, S.R.1    Kim, M.S.2
  • 4
    • 4544283027 scopus 로고    scopus 로고
    • Detection of scab-damaged hard red spring wheat kernels by near-infrared reflectance
    • doi: 10.1094/CCHEM.2004.81.5.643
    • S.R. Delwiche and G.A. Hareland, "Detection of scab-damaged hard red spring wheat kernels by near-infrared reflectance", Cereal Chem. 81, 643-649 (2004). doi: 10.1094/CCHEM.2004.81.5.643
    • (2004) Cereal Chem , vol.81 , pp. 643-649
    • Delwiche, S.R.1    Hareland, G.A.2
  • 5
    • 0141455876 scopus 로고    scopus 로고
    • Classification of scab- and other mold-damaged wheat kernels by near-infrared reflectance spectroscopy
    • S.R. Delwiche, "Classification of scab- and other mold-damaged wheat kernels by near-infrared reflectance spectroscopy", Trans. ASAE 46, 731-738 (2003).
    • (2003) Trans. ASAE , vol.46 , pp. 731-738
    • Delwiche, S.R.1
  • 6
    • 0011856609 scopus 로고
    • NIR imaging spectroscopy: Measuring the distribution of chemical components
    • Ed by M. Iwamoto and S. Kawano. Korin Publishing Co, Tokyo, Japan, pp
    • nd International NIR Spectroscopy Conference, Ed by M. Iwamoto and S. Kawano. Korin Publishing Co., Tokyo, Japan, pp. 393-404 (1990).
    • (1990) nd International NIR Spectroscopy Conference , pp. 393-404
    • Taylor, S.K.1    McClure, W.F.2
  • 7
    • 0008999890 scopus 로고
    • Identification of chemical constituents by multivariate near-infrared spectral imaging
    • P. Robert, D. Bertand, M.-F. Devaux and A. Sire, "Identification of chemical constituents by multivariate near-infrared spectral imaging", Cereal Chem. 64, 664-667 (1992).
    • (1992) Cereal Chem , vol.64 , pp. 664-667
    • Robert, P.1    Bertand, D.2    Devaux, M.-F.3    Sire, A.4
  • 8
    • 38249013786 scopus 로고
    • Automatic sorting of fruit: Sensors for the future
    • January, doi: 10.1016/0956-7135(92)90172-7
    • V. Bellon, G. Rabatel and C. Guizard, "Automatic sorting of fruit: sensors for the future", Food Control January, 49-54 (1992). doi: 10.1016/0956-7135(92)90172-7
    • (1992) Food Control , pp. 49-54
    • Bellon, V.1    Rabatel, G.2    Guizard, C.3
  • 9
    • 1142309921 scopus 로고    scopus 로고
    • Starch index determination of apple fruit by means of a hyperspectral near infrared reflectance imaging system
    • A. Piers, N. Scheerlinck, J. De Baerdemaeker and B.M. Nicolai, "Starch index determination of apple fruit by means of a hyperspectral near infrared reflectance imaging system", J. Near Infrared Spectrosc. 11, 379-389 (2003).
    • (2003) J. Near Infrared Spectrosc , vol.11 , pp. 379-389
    • Piers, A.1    Scheerlinck, N.2    De Baerdemaeker, J.3    Nicolai, B.M.4
  • 10
    • 85042605065 scopus 로고    scopus 로고
    • Assessing peach firmness by multispectral scattering
    • R. Lu and Y. Peng, "Assessing peach firmness by multispectral scattering", J. Near Infrared Spectrosc. 13, 27-36 (2005).
    • (2005) J. Near Infrared Spectrosc , vol.13 , pp. 27-36
    • Lu, R.1    Peng, Y.2
  • 11
    • 30944459420 scopus 로고    scopus 로고
    • Sugar 'imaging' of fruit using a low cost charge-coupled device camera
    • R.L. Long, K.B. Walsh and C.V. Greenshill, "Sugar 'imaging' of fruit using a low cost charge-coupled device camera", J. Near Infrared Spectrosc. 13, 177-186 (2005).
    • (2005) J. Near Infrared Spectrosc , vol.13 , pp. 177-186
    • Long, R.L.1    Walsh, K.B.2    Greenshill, C.V.3
  • 12
    • 12344306144 scopus 로고    scopus 로고
    • Development of a simple algorithm for the detection of chilling injury in cucumbers from visible/near-infrared hyperspectral imaging
    • doi: 10.1366/0003702052940422
    • Y. Liu, Y.-R. Chen, C.Y. Wang, D.E. Chan and M.S. Kim, "Development of a simple algorithm for the detection of chilling injury in cucumbers from visible/near-infrared hyperspectral imaging", Appl. Spectrosc. 59, 78-85 (2005). doi: 10.1366/0003702052940422
    • (2005) Appl. Spectrosc , vol.59 , pp. 78-85
    • Liu, Y.1    Chen, Y.-R.2    Wang, C.Y.3    Chan, D.E.4    Kim, M.S.5
  • 13
    • 0346220135 scopus 로고    scopus 로고
    • A hyperspectral imaging system for identification of faecal and ingesta contamination on poultry carcasses
    • K.C. Lawrence, W.R. Windham, B. Park and R.J. Buhr, "A hyperspectral imaging system for identification of faecal and ingesta contamination on poultry carcasses", J. Near Infrared Spectrosc. 11, 269-281 (2003).
    • (2003) J. Near Infrared Spectrosc , vol.11 , pp. 269-281
    • Lawrence, K.C.1    Windham, W.R.2    Park, B.3    Buhr, R.J.4
  • 15
    • 3042937112 scopus 로고    scopus 로고
    • Detection of insects inside wheat kernels by NIR imaging
    • C. Ridgway and J. Chambers, "Detection of insects inside wheat kernels by NIR imaging", J. Near Infrared Spectrosc. 6, 115-119 (1998).
    • (1998) J. Near Infrared Spectrosc , vol.6 , pp. 115-119
    • Ridgway, C.1    Chambers, J.2
  • 16
    • 0033260515 scopus 로고    scopus 로고
    • Detection of grain weevils inside single wheat kernels by a very near-infrared two-wavelength method
    • C. Ridgway and J. Chambers, "Detection of grain weevils inside single wheat kernels by a very near-infrared two-wavelength method", J. Near Infrared Spectrosc. 7, 213-221 (1999).
    • (1999) J. Near Infrared Spectrosc , vol.7 , pp. 213-221
    • Ridgway, C.1    Chambers, J.2
  • 18
    • 31944438696 scopus 로고    scopus 로고
    • Prediction of oil and oleic acid concentrations in individual corn (Zea mays L.) kernels using near-nfrared reflectance hyperspectral imaging and multivariate analysis
    • doi: 10.1366/000370206775382631
    • A.B. Weinstock, J. Janni, L. Hagen and S. Wright, "Prediction of oil and oleic acid concentrations in individual corn (Zea mays L.) kernels using near-nfrared reflectance hyperspectral imaging and multivariate analysis", Appl. Spectrosc. 60, 9-16 (2006). doi: 10.1366/000370206775382631
    • (2006) Appl. Spectrosc , vol.60 , pp. 9-16
    • Weinstock, A.B.1    Janni, J.2    Hagen, L.3    Wright, S.4
  • 19
    • 33749035443 scopus 로고    scopus 로고
    • Development of a near-infrared imaging system for determination of rice moisture
    • doi: 10.1094/CC-83-0498
    • L.-H. Lin, F.-M. Lu and Y.-C. Chang, "Development of a near-infrared imaging system for determination of rice moisture", Cereal Chem. 83, 498-504 (2006). doi: 10.1094/CC-83-0498
    • (2006) Cereal Chem , vol.83 , pp. 498-504
    • Lin, L.-H.1    Lu, F.-M.2    Chang, Y.-C.3
  • 21
    • 38749153432 scopus 로고    scopus 로고
    • AWB Wheat Quality Factsheet: Stained Grain. AWB Grower Services Centre, Melbourne, Australia, www.awb.com.au
    • AWB Wheat Quality Factsheet: Stained Grain. AWB Grower Services Centre, Melbourne, Australia, www.awb.com.au
  • 22
    • 21844486429 scopus 로고
    • Penalized discriminant analysis
    • T. Hastie, A. Buja and R. Tibshirani, "Penalized discriminant analysis", Ann. Stat. 23, 73-102 (1995).
    • (1995) Ann. Stat , vol.23 , pp. 73-102
    • Hastie, T.1    Buja, A.2    Tibshirani, R.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.