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Volumn 133, Issue 1, 2012, Pages 47-55

Determination of size and shape features of walnut (Juglans regia L.) cultivars using image processing

Author keywords

Cultivars; Image processing analysis; Shape index; Walnut

Indexed keywords

CULTIVAR; DEVELOPMENTAL BIOLOGY; DIAMETER; EVERGREEN TREE; FRUIT; GEOMETRY; IMAGE PROCESSING; INDEX METHOD; PHYSICAL PROPERTY; VOLUME;

EID: 82455210897     PISSN: 03044238     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.scienta.2011.10.014     Document Type: Article
Times cited : (101)

References (43)
  • 1
    • 33646089647 scopus 로고    scopus 로고
    • Discrimination and classification of fresh-cut star fruits (Averrhoa carambola L.) using automated machine vision system
    • Abdullah M.Z., Mohamad-Saleh J., Fathinul-Syahir A.S., Mohd-Azemi B.M.N. Discrimination and classification of fresh-cut star fruits (Averrhoa carambola L.) using automated machine vision system. J. Food Eng. 2006, 76(4):506-523.
    • (2006) J. Food Eng. , vol.76 , Issue.4 , pp. 506-523
    • Abdullah, M.Z.1    Mohamad-Saleh, J.2    Fathinul-Syahir, A.S.3    Mohd-Azemi, B.M.N.4
  • 2
    • 46749087926 scopus 로고    scopus 로고
    • Physical and mechanical properties of some walnut (Juglans regia L.) cultivars
    • Altuntaş E., özkan Y. Physical and mechanical properties of some walnut (Juglans regia L.) cultivars. Int. J. Food Eng. 2008, 4(4):1-16.
    • (2008) Int. J. Food Eng. , vol.4 , Issue.4 , pp. 1-16
    • Altuntaş, E.1    Özkan, Y.2
  • 3
    • 68949133382 scopus 로고    scopus 로고
    • The effects of moisture content on colour characteristics of walnuts
    • Altuntaş E., Erkol M. The effects of moisture content on colour characteristics of walnuts. Int. J. Food Eng. 2009, 5(2):1-9.
    • (2009) Int. J. Food Eng. , vol.5 , Issue.2 , pp. 1-9
    • Altuntaş, E.1    Erkol, M.2
  • 4
    • 78650389779 scopus 로고    scopus 로고
    • Physical properties of shelled and kernel walnuts as affected by the moisture content
    • Altuntaş E., Erkol M. Physical properties of shelled and kernel walnuts as affected by the moisture content. Czech J. Food Sci. 2010, 28(6):547-556.
    • (2010) Czech J. Food Sci. , vol.28 , Issue.6 , pp. 547-556
    • Altuntaş, E.1    Erkol, M.2
  • 5
    • 80051549055 scopus 로고    scopus 로고
    • The effects of moisture content, compression speeds, and axes on mechanical properties of walnut cultivars
    • Altuntaş E., Erkol M. The effects of moisture content, compression speeds, and axes on mechanical properties of walnut cultivars. Food Bioprocess Technol. 2010, 10.1007/s11947-009-0283-y.
    • (2010) Food Bioprocess Technol.
    • Altuntaş, E.1    Erkol, M.2
  • 7
    • 82455209627 scopus 로고    scopus 로고
    • Overview of walnut culture in Turkey
    • Barut E. Overview of walnut culture in Turkey. Acta Hortic. 1997, 442:435-438.
    • (1997) Acta Hortic. , vol.442 , pp. 435-438
    • Barut, E.1
  • 8
    • 33846630000 scopus 로고    scopus 로고
    • AFLP analysis of genetic diversity in low chill requiring walnut (Juglans regia L.) genotypes from Hatay, Turkey
    • Bayazit S., Kazan K., Gulbitti S., Cevik V., Ayanoglu H., Ergul A. AFLP analysis of genetic diversity in low chill requiring walnut (Juglans regia L.) genotypes from Hatay, Turkey. Sci. Hortic. 2007, 111(4):394-398.
    • (2007) Sci. Hortic. , vol.111 , Issue.4 , pp. 394-398
    • Bayazit, S.1    Kazan, K.2    Gulbitti, S.3    Cevik, V.4    Ayanoglu, H.5    Ergul, A.6
  • 9
    • 0037032763 scopus 로고    scopus 로고
    • Analyzing fruit shape in sweet cherry (Prunus avium L.)
    • Beyer M., Hahn R., Peschel S., Harz M., Knoche B. Analyzing fruit shape in sweet cherry (Prunus avium L.). Sci. Hortic. 2002, 96(1-4):139-150.
    • (2002) Sci. Hortic. , vol.96 , Issue.1-4 , pp. 139-150
    • Beyer, M.1    Hahn, R.2    Peschel, S.3    Harz, M.4    Knoche, B.5
  • 10
    • 61449157629 scopus 로고    scopus 로고
    • Automatic sorting of satsuma (Citrus unshiu) segments using computer vision and morphological features
    • Blasco J., Aleixos N., Cubero S., Gómez-Sanchís J., Moltó E. Automatic sorting of satsuma (Citrus unshiu) segments using computer vision and morphological features. Comput. Electron. Agric. 2009, 66(1):1-8.
    • (2009) Comput. Electron. Agric. , vol.66 , Issue.1 , pp. 1-8
    • Blasco, J.1    Aleixos, N.2    Cubero, S.3    Gómez-Sanchís, J.4    Moltó, E.5
  • 11
    • 0142036037 scopus 로고    scopus 로고
    • Biochemical and physical properties of some walnut genotypes (Juglans regia L.)
    • çaĝlari{dotless}rmak N. Biochemical and physical properties of some walnut genotypes (Juglans regia L.). Nahrung 2003, 47(1):28-32.
    • (2003) Nahrung , vol.47 , Issue.1 , pp. 28-32
    • Çaĝlarirmak, N.1
  • 13
    • 79956278571 scopus 로고    scopus 로고
    • Shape analysis of agricultural products: a review of recent research advances and potential application to computer vision
    • Costa C., Antonucci F., Pallottino F., Aguzzi J., Sun D.W., Menesatti P. Shape analysis of agricultural products: a review of recent research advances and potential application to computer vision. Food Bioprocess Technol. 2011, 4(5):673-692.
    • (2011) Food Bioprocess Technol. , vol.4 , Issue.5 , pp. 673-692
    • Costa, C.1    Antonucci, F.2    Pallottino, F.3    Aguzzi, J.4    Sun, D.W.5    Menesatti, P.6
  • 14
    • 0343237788 scopus 로고    scopus 로고
    • Quantitative evaluation of apple (Malus domestica Borkh.) fruit shape by principal component analysis and Fourier descriptors
    • Currie A.J., Ganeshanandam S., Noiton D.A., Garrick D., Shelbourne C.J.A., Oraguzie N. Quantitative evaluation of apple (Malus domestica Borkh.) fruit shape by principal component analysis and Fourier descriptors. Euphytica 2000, 111(3):219-227.
    • (2000) Euphytica , vol.111 , Issue.3 , pp. 219-227
    • Currie, A.J.1    Ganeshanandam, S.2    Noiton, D.A.3    Garrick, D.4    Shelbourne, C.J.A.5    Oraguzie, N.6
  • 15
    • 0033894910 scopus 로고    scopus 로고
    • Quantitative evaluation of three-dimensional fruit shape and size of Citrus species based on spherical harmonic descriptors
    • Ding W., Nesumi H., Takano Y., Ukai Y. Quantitative evaluation of three-dimensional fruit shape and size of Citrus species based on spherical harmonic descriptors. Euphytica 2000, 114(2):103-115.
    • (2000) Euphytica , vol.114 , Issue.2 , pp. 103-115
    • Ding, W.1    Nesumi, H.2    Takano, Y.3    Ukai, Y.4
  • 16
    • 3442900299 scopus 로고    scopus 로고
    • A short review of the fruit germplasm resources of Turkey
    • Ercisli S. A short review of the fruit germplasm resources of Turkey. Genet. Resour. Crop Evol. 2004, 51(4):419-435.
    • (2004) Genet. Resour. Crop Evol. , vol.51 , Issue.4 , pp. 419-435
    • Ercisli, S.1
  • 17
    • 82455216960 scopus 로고    scopus 로고
    • FAOSTAT data. Production Crops. (accessed 26.01.11).
    • FAOSTAT data, 2009. Production Crops. (accessed 26.01.11). http://faostat.fao.org/site/567/default.aspx%23ancor.
    • (2009)
  • 18
    • 77953128726 scopus 로고    scopus 로고
    • Size properties of legume seeds of different varieties using image analysis
    • Fi{dotless}ratli{dotless}gil-Durmuş E., Šárka E., Bubník Z., Schejbal M., Kadlec P. Size properties of legume seeds of different varieties using image analysis. J. Food Eng. 2010, 99(4):445-451.
    • (2010) J. Food Eng. , vol.99 , Issue.4 , pp. 445-451
    • Firatligil-Durmuş, E.1    Šárka, E.2    Bubník, Z.3    Schejbal, M.4    Kadlec, P.5
  • 19
    • 0002789231 scopus 로고    scopus 로고
    • Machine vision grading of pistachio nuts using Fourier descriptors
    • Ghazanfari A., Irudayaraj J., Kusalik A., Romaniuk M. Machine vision grading of pistachio nuts using Fourier descriptors. J. Agric. Eng. Res. 1997, 68(3):247-252.
    • (1997) J. Agric. Eng. Res. , vol.68 , Issue.3 , pp. 247-252
    • Ghazanfari, A.1    Irudayaraj, J.2    Kusalik, A.3    Romaniuk, M.4
  • 20
    • 82455209626 scopus 로고    scopus 로고
    • SSS Inc.,IBM SPSS Statistics
    • © Version 19 2010, SSS Inc.
    • (2010) © Version 19
  • 21
    • 33846637979 scopus 로고    scopus 로고
    • Catakda yetistirilen cevizlerin (Juglans regia L.) meyve ozellikleri ve umitvar tiplerin secimi
    • (in Turkish with English summary)
    • Karadeniz T., Sahinbas T. Catakda yetistirilen cevizlerin (Juglans regia L.) meyve ozellikleri ve umitvar tiplerin secimi. Fi{dotless}ndi{dotless}k ve Diger Sert Kabuklu Meyveler Sempozyumu 1996, 317-323. (in Turkish with English summary).
    • (1996) Fi{dotless}ndi{dotless}k ve Diger Sert Kabuklu Meyveler Sempozyumu , pp. 317-323
    • Karadeniz, T.1    Sahinbas, T.2
  • 23
    • 39649100410 scopus 로고    scopus 로고
    • Physical properties and mechanical behavior of olive fruits (Olea europaea L.) under compression loading
    • Ki{dotless}li{dotless}çkan A., Güner M. Physical properties and mechanical behavior of olive fruits (Olea europaea L.) under compression loading. J. Food Eng. 2008, 87(2):222-228.
    • (2008) J. Food Eng. , vol.87 , Issue.2 , pp. 222-228
    • Kiliçkan, A.1    Güner, M.2
  • 24
    • 82455209624 scopus 로고    scopus 로고
    • Deĝişik ceviz çeşitlerinin farkli{dotless} nem deĝerlerindeki bazi{dotless} mekanik özelliklerinin belirlenmesi
    • (in Turkish with English summary)
    • Koçtürk B.ö., Gürhan R. Deĝişik ceviz çeşitlerinin farkli{dotless} nem deĝerlerindeki bazi{dotless} mekanik özelliklerinin belirlenmesi. Ankara üniv., Tar. Bil. Der. 2007, 13(1):62-68. (in Turkish with English summary).
    • (2007) Ankara üniv., Tar. Bil. Der. , vol.13 , Issue.1 , pp. 62-68
    • Koçtürk, B.Ö.1    Gürhan, R.2
  • 25
    • 4544310287 scopus 로고    scopus 로고
    • The origin of the walnut
    • Division of Agriculture and Natural Resources, University of California, Publ. 3373
    • Leslie C.A., McGranahan G.H. The origin of the walnut. Walnut Production Manual 1998, Division of Agriculture and Natural Resources, University of California, Publ. 3373, pp. 3-7.
    • (1998) Walnut Production Manual , pp. 3-7
    • Leslie, C.A.1    McGranahan, G.H.2
  • 26
    • 76349119909 scopus 로고    scopus 로고
    • Automated strawberry grading system based on image processing
    • Liming X., Yanchao Z. Automated strawberry grading system based on image processing. Comput. Electron. Agric. 2010, 71:32-39.
    • (2010) Comput. Electron. Agric. , vol.71 , pp. 32-39
    • Liming, X.1    Yanchao, Z.2
  • 27
    • 0001564789 scopus 로고
    • The classification with in Juglandaceae
    • Manning W.E. The classification with in Juglandaceae. Ann. Mo. Bot. Gard. 1978, 65:1058-1087.
    • (1978) Ann. Mo. Bot. Gard. , vol.65 , pp. 1058-1087
    • Manning, W.E.1
  • 29
    • 79151475705 scopus 로고    scopus 로고
    • Pomology observations, morphometric analysis, ultrastructural study and allelic profiles of " olivastra Seggianese" endocarps from ancient olive trees (Olea europaea L.)
    • Milanesi C., Sorbi A., Paolucci E., Antonucci F., Menesatti P., Costa C., Pallottino F., Vignai R., Cimato A., Ciacci A., Cresti M. Pomology observations, morphometric analysis, ultrastructural study and allelic profiles of " olivastra Seggianese" endocarps from ancient olive trees (Olea europaea L.). C. R. Biol. 2011, 334(1):39-49.
    • (2011) C. R. Biol. , vol.334 , Issue.1 , pp. 39-49
    • Milanesi, C.1    Sorbi, A.2    Paolucci, E.3    Antonucci, F.4    Menesatti, P.5    Costa, C.6    Pallottino, F.7    Vignai, R.8    Cimato, A.9    Ciacci, A.10    Cresti, M.11
  • 32
    • 59049090528 scopus 로고    scopus 로고
    • Non-destructive technologies for fruit and vegetable size determination-a review
    • Moreda G.P., Ortiz-Canavate J., Garcia-Ramos F.J., Ruiz-Altisent M. Non-destructive technologies for fruit and vegetable size determination-a review. J. Food Eng. 2009, 92(2):119-136.
    • (2009) J. Food Eng. , vol.92 , Issue.2 , pp. 119-136
    • Moreda, G.P.1    Ortiz-Canavate, J.2    Garcia-Ramos, F.J.3    Ruiz-Altisent, M.4
  • 33
    • 85011822221 scopus 로고    scopus 로고
    • Ahlat (Bitlis) yöresinden selekte edilen cevizlerin (Juglans regia L) bazi{dotless} fiziksel ve kimyasal özellikleri
    • (in Turkish with English summary)
    • Muratoĝlu F., Balta F. Ahlat (Bitlis) yöresinden selekte edilen cevizlerin (Juglans regia L) bazi{dotless} fiziksel ve kimyasal özellikleri. Yüzüncü Yi{dotless}l üniv., Tar. Bil. Der. 2010, 20(1):41-45. (in Turkish with English summary).
    • (2010) Yüzüncü Yi{dotless}l üniv., Tar. Bil. Der. , vol.20 , Issue.1 , pp. 41-45
    • Muratoĝlu, F.1    Balta, F.2
  • 34
    • 0001185407 scopus 로고    scopus 로고
    • Some physical properties of locust bean seed
    • Olajide J.O., Ade-Omowaye B.I.O. Some physical properties of locust bean seed. J. Agric. Eng. Res. 1999, 74(2):213-215.
    • (1999) J. Agric. Eng. Res. , vol.74 , Issue.2 , pp. 213-215
    • Olajide, J.O.1    Ade-Omowaye, B.I.O.2
  • 35
    • 27844479536 scopus 로고    scopus 로고
    • Physical and chemical composition of some walnut (Juglans regia L.) genotypes grown in Turkey
    • Ozkan G., Koyuncu M.A. Physical and chemical composition of some walnut (Juglans regia L.) genotypes grown in Turkey. Grasas y Aceites 2005, 56(2):141-146.
    • (2005) Grasas y Aceites , vol.56 , Issue.2 , pp. 141-146
    • Ozkan, G.1    Koyuncu, M.A.2
  • 36
    • 37349092934 scopus 로고    scopus 로고
    • Classification and analysis of fruit shapes in long type watermelon using image processing
    • Sadrnia H., Rajabipour A., Jafary A., Javadi A., Mostofi Y. Classification and analysis of fruit shapes in long type watermelon using image processing. Int. J. Agric. Biol. 2007, 1:68-70.
    • (2007) Int. J. Agric. Biol. , vol.1 , pp. 68-70
    • Sadrnia, H.1    Rajabipour, A.2    Jafary, A.3    Javadi, A.4    Mostofi, Y.5
  • 37
    • 82455216957 scopus 로고    scopus 로고
    • Systat Software Inc., 501 Canal Blvd. Suite E, Point Richmond, CA 94804,SigmaScanPro
    • ®Pro 5.0 User's Manual 2004, Systat Software Inc., 501 Canal Blvd. Suite E, Point Richmond, CA 94804.
    • (2004) ®Pro 5.0 User's Manual
  • 38
    • 77958033641 scopus 로고    scopus 로고
    • Selection of walnut types with high fruit bearing and quality in Sanliurfa population
    • Simsek M. Selection of walnut types with high fruit bearing and quality in Sanliurfa population. Int. J. Phys. Sci. 2010, 5(7):992-996.
    • (2010) Int. J. Phys. Sci. , vol.5 , Issue.7 , pp. 992-996
    • Simsek, M.1
  • 39
    • 82455203646 scopus 로고
    • Studies on the selection of walnut (Juglans regia L.) in the North Eastern Anatolia and Eastern Black Sea Coasts of Turkey. Thesis. Atatürk Univ., Agric. Fac. Erzurum Turkey (in Turkish).
    • şen, S.M., 1980. Studies on the selection of walnut (Juglans regia L.) in the North Eastern Anatolia and Eastern Black Sea Coasts of Turkey. Thesis. Atatürk Univ., Agric. Fac. Erzurum Turkey, pp. 237 (in Turkish).
    • (1980) , pp. 237
    • Şen, S.M.1
  • 40
    • 1842443132 scopus 로고    scopus 로고
    • Accurate measurement of size and shape of cucumber fruits with image analysis
    • Van Eck J.W., Heijden G.W.A.M., Polder G. Accurate measurement of size and shape of cucumber fruits with image analysis. J. Agric. Eng. Res. 1998, 70:335-343.
    • (1998) J. Agric. Eng. Res. , vol.70 , pp. 335-343
    • Van Eck, J.W.1    Heijden, G.W.A.M.2    Polder, G.3
  • 41
    • 44349155534 scopus 로고    scopus 로고
    • Fruit shape analysis of vitis using digital photography
    • Wycislo A.P., Clark J.R., Karcher D.E. Fruit shape analysis of vitis using digital photography. HortScience 2008, 43(3):677-680.
    • (2008) HortScience , vol.43 , Issue.3 , pp. 677-680
    • Wycislo, A.P.1    Clark, J.R.2    Karcher, D.E.3


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