Determination of Size and Shape Features of Walnut (Juglans Regia L.) Cultivars Using Image Processing. Ercisli, S., Sayinci, B., Kara, M., Yildiz, C., & Ozturk, I. Scientia Horticulturae, 133(0):47–55, 2012.
doi  abstract   bibtex   
The dimensions, mass, and shape are the most commonly measured physical properties of fruits. The size and shape features of 10 common walnut (Juglans regia L.) cultivars grown in Turkey were investigated using an image processing technique. The walnut cultivars produced nuts longer than wide and wider than thick in shape except cvs. Bursa-95, Hartley, and Şebin. The thickness of cv. Şebin was 1.07 times greater than its width. All cultivars were spherical as determined by their shape index except cv. Bursa-95 (1.32). The highest values for shape factors were obtained from the horizontal orientation, followed by the suture and vertical orientations. Mean values for mass, volume, geometric mean diameter, sphericity, and surface area ranged between 11.42 and 18.28~g, 23.84 and 48.32~cm3, 35.71 and 45.89~mm, 83.0 and 94.1\,%, and 42.73 and 66.16~cm2 among cultivars, respectively, and cv. Şen-1 had the highest values for all of these parameters.
@article{ercisliDeterminationSizeShape2012,
  title = {Determination of Size and Shape Features of Walnut ({{Juglans}} Regia {{L}}.) Cultivars Using Image Processing},
  author = {Ercisli, S. and Sayinci, B. and Kara, M. and Yildiz, C. and Ozturk, I.},
  year = {2012},
  volume = {133},
  pages = {47--55},
  doi = {10.1016/j.scienta.2011.10.014},
  abstract = {The dimensions, mass, and shape are the most commonly measured physical properties of fruits. The size and shape features of 10 common walnut (Juglans regia L.) cultivars grown in Turkey were investigated using an image processing technique. The walnut cultivars produced nuts longer than wide and wider than thick in shape except cvs. Bursa-95, Hartley, and \c{S}ebin. The thickness of cv. \c{S}ebin was 1.07 times greater than its width. All cultivars were spherical as determined by their shape index except cv. Bursa-95 (1.32). The highest values for shape factors were obtained from the horizontal orientation, followed by the suture and vertical orientations. Mean values for mass, volume, geometric mean diameter, sphericity, and surface area ranged between 11.42 and 18.28~g, 23.84 and 48.32~cm3, 35.71 and 45.89~mm, 83.0 and 94.1\,\%, and 42.73 and 66.16~cm2 among cultivars, respectively, and cv. \c{S}en-1 had the highest values for all of these parameters.},
  journal = {Scientia Horticulturae},
  keywords = {*imported-from-citeulike-INRMM,~INRMM-MiD:c-13576949,~to-add-doi-URL,cultivars,image-processing-analysis,juglans-regia,shape-index,walnut},
  lccn = {INRMM-MiD:c-13576949},
  number = {0}
}

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