articleArtificial Intelligence in AgricultureJun 26, 2024GOLD OA

Computer vision in smart agriculture and precision farming: Techniques and applications

Kansas State University · Florida Atlantic University · +1 more institution

Indexed incrossrefdoaj

Abstract

The transformation of age-old farming practices through the integration of digitization and automation has sparked a revolution in agriculture that is driven by cutting-edge computer vision and artificial intelligence (AI) technologies. This transformation not only promises increased productivity and economic growth, but also has the potential to address important global issues such as food security and sustainability. This survey paper aims to provide a holistic understanding of the integration of vision-based intelligent systems in various aspects of precision agriculture. By providing a detailed discussion on key areas of digital life cycle of crops, this survey contributes to a deeper understanding of the…

Citation impact

157
total citations
FWCI
84.28
Percentile
100%
References
170
Citations per year

Authors

3

Topics & keywords

Keywords
  • Precision agriculture
  • Computer science
  • Agriculture
  • Data science
  • Automation
  • Machine vision
  • Software deployment
  • Digitization
UN Sustainable Development Goals
  • Zero hunger
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