Welcome to Chinese Agricultural Science Bulletin,

Chinese Agricultural Science Bulletin ›› 2011, Vol. 27 ›› Issue (6): 464-468.

Special Issue: 小麦

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The Design of Wheat Variety BP Classifier Based On Wheat Ear Feature

  

  • Received:2010-08-24 Revised:2010-09-13 Online:2011-03-20 Published:2011-03-20

Abstract:

Digital image analysis was adopted in the identification of 40 samples of Xinjiang spring wheat of four varieties according to the spike external morphological characteristics: awn number, awn long, ear length, RGB color features. A three-layer BP neural network classifier was established, the average accurate recognition rate was more than 85%, among which,there were two varieties’ accuracy rate reaching 100%.

CLC Number: