[HTML][HTML] Implementation of drone technology for farm monitoring & pesticide spraying: A review

A Hafeez, MA Husain, SP Singh, A Chauhan… - … processing in Agriculture, 2023 - Elsevier
The world receives more than 200 thousand people in a day and it is expected that the total
world population will reach 9.6 billion by the year 2050. This will result in extra food demand …

AI meets UAVs: A survey on AI empowered UAV perception systems for precision agriculture

J Su, X Zhu, S Li, WH Chen - Neurocomputing, 2023 - Elsevier
Precision Agriculture (PA) promises to boost crop productivity while reducing agricultural
costs and environmental footprints, and therefore is attracting ever-increasing interests in …

Recent advances in crop disease detection using UAV and deep learning techniques

TB Shahi, CY Xu, A Neupane, W Guo - Remote Sensing, 2023 - mdpi.com
Because of the recent advances in drones or Unmanned Aerial Vehicle (UAV) platforms,
sensors and software, UAVs have gained popularity among precision agriculture …

[HTML][HTML] A wheat spike detection method in UAV images based on improved YOLOv5

J Zhao, X Zhang, J Yan, X Qiu, X Yao, Y Tian, Y Zhu… - Remote Sensing, 2021 - mdpi.com
Deep-learning-based object detection algorithms have significantly improved the
performance of wheat spike detection. However, UAV images crowned with small-sized …

A review of deep learning in multiscale agricultural sensing

D Wang, W Cao, F Zhang, Z Li, S Xu, X Wu - Remote Sensing, 2022 - mdpi.com
Population growth, climate change, and the worldwide COVID-19 pandemic are imposing
increasing pressure on global agricultural production. The challenge of increasing crop yield …

A review on security of smart farming and precision agriculture: Security aspects, attacks, threats and countermeasures

A Yazdinejad, B Zolfaghari, A Azmoodeh… - Applied Sciences, 2021 - mdpi.com
In recent years, Smart Farming (SF) and Precision Agriculture (PA) have attracted attention
from both the agriculture industry as well as the research community. Altogether, SF and PA …

[HTML][HTML] Leaf and spike wheat disease detection & classification using an improved deep convolutional architecture

L Goyal, CM Sharma, A Singh, PK Singh - Informatics in Medicine Unlocked, 2021 - Elsevier
Wheat is the third most harvested and consumed grain in the world. However, a large part of
wheat crop becomes spoiled due to diseases. There are over two dozen of wheat diseases …

A mobile-based system for detecting plant leaf diseases using deep learning

AA Ahmed, GH Reddy - AgriEngineering, 2021 - mdpi.com
Plant diseases are one of the grand challenges that face the agriculture sector worldwide. In
the United States, crop diseases cause losses of one-third of crop production annually …

Adoption of Unmanned Aerial Vehicle (UAV) imagery in agricultural management: A systematic literature review

MA Istiak, MMM Syeed, MS Hossain, MF Uddin… - Ecological …, 2023 - Elsevier
Precision agriculture and Smart farming have become the essential backbone for
sustainable agricultural production by leveraging cutting edge remote sensing and …

Drones in plant disease assessment, efficient monitoring, and detection: a way forward to smart agriculture

A Abbas, Z Zhang, H Zheng, MM Alami, AF Alrefaei… - Agronomy, 2023 - mdpi.com
Plant diseases are one of the major threats to global food production. Efficient monitoring
and detection of plant pathogens are instrumental in restricting and effectively managing the …