Search: weed detection — Academic Articles

Review of Weed Detection Methods Based on Computer Vision

Zhangnan Wu, Yajun Chen, Bo Zhao, Xiaobing Kang et al. • Sensors (2021)

Weeds are one of the most important factors affecting agricultural production. The waste and pollution of farmland ecological environment caused by full-coverage chemical herbicide spraying are becoming increasingly evident. With the contin...

OPENALEX cc-by DOI: https://doi.org/10.3390/s21113647 PMC: 8197187

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Weed Detection from Unmanned Aerial Vehicle Imagery Using Deep Learning—A Comparison between High-End and Low-Cost Multispectral Sensors

Anna Teresa Seiche, Lucas Wittstruck, Thomas Jarmer • Sensors (2024)

In order to meet the increasing demand for crops under challenging climate conditions, efficient and sustainable cultivation strategies are becoming essential in agriculture. Targeted herbicide use reduces environmental pollution and effect...

DOAJ Open Access (DOAJ) DOI: 10.3390/s24051544

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Machine Learning in Agriculture: A Review

Konstantinos G. Liakos, Patrizia Busato, Dimitrios Moshou, Simon Pearson et al. • Sensors (2018)

Machine learning has emerged with big data technologies and high-performance computing to create new opportunities for data intensive science in the multi-disciplinary agri-technologies domain. In this paper, we present a comprehensive revi...

OPENALEX cc-by DOI: https://doi.org/10.3390/s18082674 PMC: 6111295

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Academic Articles & Research Papers

Review of Weed Detection Methods Based on Computer Vision

Weed Detection from Unmanned Aerial Vehicle Imagery Using Deep Learning—A Comparison between High-End and Low-Cost Multispectral Sensors

Machine Learning in Agriculture: A Review