Corpus ID: 108688006

Hyperspectral vision-based machine learning for robust plant recognition in autonomous weed control

@inproceedings{Slaughter2011HyperspectralVM,
  title={Hyperspectral vision-based machine learning for robust plant recognition in autonomous weed control},
  author={David C. Slaughter and Yun Zhang},
  year={2011}
}
  • David C. Slaughter, Yun Zhang
  • Published 2011
  • Engineering
  • While herbicide application and mechanical cultivation remain the primary means for weed control in agricultural production, the only solution to-date for weed control within close proximity of crop plants in the seedline is hand hoeing. To reduce manual labor cost and minimize herbicide usage for organic farming, this research developed an intelligent robotic system for automated weed detection and control within the seedline. The system utilized visible and near infrared (NIR) reflectance… CONTINUE READING

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    Automation: The Future of Weed Control in Cropping Systems

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