Identification of insect damaged wheat kernels using transmittance images


Cataltepe Z. , CETIN A., PEARSON T.

ELECTRONICS LETTERS, cilt.41, ss.238-240, 2005 (SCI İndekslerine Giren Dergi) identifier identifier

  • Cilt numarası: 41 Konu: 5
  • Basım Tarihi: 2005
  • Doi Numarası: 10.1049/el:20047250
  • Dergi Adı: ELECTRONICS LETTERS
  • Sayfa Sayıları: ss.238-240

Özet

Transmittance images of wheat kernels are used to classify insect damaged and undamaged wheat kemels. The histogram of pixel intensities of the wheat images were used as the features. Combination of the linear model and a radial basis function network in a committee resulted in a false positive rate of 0.1 at the true positive rate of 0.8 and an area under the receiver operating characteristics curve of 0.92.