Classification of X-ray images of wheat grains

dc.abstract.enWheatGrainImages.zip The dataset contains a total of 288 samples of three wheat varieties: Canadian, Kama, and Rosa, containing 108, 72, and 108 kernels, respectively. The images were obtained in the form of X-ray photograms at the scale of 5:1. The photograms were scanned by way of an Epson Perfection V700 table photo-scanner that was equipped with a transparency adapter, at 600 dpi resolution and 8 bit gray scale levels. In order to carry out accurate grain traits measurements, the specialized image processing package Grains was employed for measuring the particular characteristics of any selected grain. WheatGrainFeatures.xlsx The file WheatGrainFeatures.xlsx contains the following measurements: kernel area, kernel perimeter, compactness, asymmetry coefficient, kernel length, kernel width, length of kernel groove, germ area and germ length. The unit of measurement is millimetres.
dc.abstract.languageen
dc.affiliationPolitechnika Lubelska
dc.contributor.authorCharytanowicz, Małgorzata
dc.date.accessioned2025-04-10T10:33:44Z
dc.date.available2025-04-10T10:33:44Z
dc.date.issued2025-04-08
dc.identifier.doi10.5281/zenodo.15172505
dc.identifier.orcid0000-0002-1956-3941
dc.identifier.urihttps://hdl.handle.net/20.500.14629/18537
dc.languageen
dc.relation.nameZenodo
dc.relation.publicationhttps://ieeexplore.ieee.org/document/10411610
dc.relation.urlhttps://zenodo.org/records/15172506
dc.rightsCC-BY-4.0
dc.subject.engrain classification
dc.subject.enimage processing
dc.subject.enX-ray imaging
dc.titleClassification of X-ray images of wheat grains
dc.typeDescriptionResearchData
dspace.entity.typePublicationen
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