THE AUTOMATIC ANALYSIS AND CLASSIFICATION OF DIGITAL X-RAY AND GAS DISCHARGE IMAGES OF WHEAT SEEDS DAMAGED BY CORN BUG FOR THE FORECAST OF THEIR SOWING QUALITIES
The experimental study of digital X-Ray and gas-discharge image analysis of winter soft seeds, normal and dam-aged in various degrees by corn bug to their comparison by additional indicators, characterizing sowing quali-ties of seeds (shoot and root length) carried out. Digital x-ray images of grain seeds obtained using microfocus X-Ray technique, gas discharge images – using gas discharge visualization technique (electrophotography). Measurements of shoots and root length of carried out with use of computer morphometry of the scanned sprouts of seeds. Classification of digital x-ray and gas discharge images of grain seeds performed with use of the linear discriminator of Fischer realized in the problem-solving environment MATLAL .General misclassification of the studied wheat seeds has made 38.09 % and 36.40 %, in cases of digital x-ray and gas-discharge images of seeds, respectively. Recommendations for increase in the received classification accuracy are offered.
Authors: N. S. Priyatkin, M. V. Arkhipov, L. P. Gusakova, A. A. Boitsov, N. N. Potrakhov, N. E. Staroverov, P. A. Shhukina, A. V. Kapustkina
Direction: Instrument Engineering and Information-Measurement Technologies
Keywords: Seed image analysis, method of linear discriminator of Fischer, microfocus X-Ray, gas discharge visualization (electrophotography), sowing qualities of seeds, wheat seeds, corn bug
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