Automation in agriculture by machine and deep learning techniques: A review of recent developments

MH Saleem, J Potgieter, KM Arif - Precision Agriculture, 2021 - Springer
Recently, agriculture has gained much attention regarding automation by artificial
intelligence techniques and robotic systems. Particularly, with the advancements in machine …

[HTML][HTML] Automatic identification and monitoring of plant diseases using unmanned aerial vehicles: A review

K Neupane, F Baysal-Gurel - Remote Sensing, 2021 - mdpi.com
Disease diagnosis is one of the major tasks for increasing food production in agriculture.
Although precision agriculture (PA) takes less time and provides a more precise application …

[HTML][HTML] A review on the use of unmanned aerial vehicles and imaging sensors for monitoring and assessing plant stresses

JGA Barbedo - Drones, 2019 - mdpi.com
Unmanned aerial vehicles (UAVs) are becoming a valuable tool to collect data in a variety of
contexts. Their use in agriculture is particularly suitable, as those areas are often vast …

[HTML][HTML] 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] Challenges and opportunities in machine-augmented plant stress phenotyping

A Singh, S Jones, B Ganapathysubramanian… - Trends in Plant …, 2021 - cell.com
Plant stress phenotyping is essential to select stress-resistant varieties and develop better
stress-management strategies. Standardization of visual assessments and deployment of …

[HTML][HTML] Unsupervised human detection with an embedded vision system on a fully autonomous UAV for search and rescue operations

E Lygouras, N Santavas, A Taitzoglou, K Tarchanidis… - Sensors, 2019 - mdpi.com
Unmanned aerial vehicles (UAVs) play a primary role in a plethora of technical and scientific
fields owing to their wide range of applications. In particular, the provision of emergency …

A systematic review on monitoring and advanced control strategies in smart agriculture

SI Hassan, MM Alam, U Illahi, MA Al Ghamdi… - Ieee …, 2021 - ieeexplore.ieee.org
Automation in agriculture nowadays is the main focus and area of development for various
countries. The population rate of the world is increasing rapidly and will be double in …

[HTML][HTML] Plant disease detection using drones in precision agriculture

R Chin, C Catal, A Kassahun - Precision Agriculture, 2023 - Springer
Plant diseases affect the quality and quantity of agricultural products and have an impact on
food safety. These effects result in a loss of income in the production sectors which are …

Blockchain-based federated learning in UAVs beyond 5G networks: A solution taxonomy and future directions

D Saraswat, A Verma, P Bhattacharya, S Tanwar… - IEEE …, 2022 - ieeexplore.ieee.org
Recently, unmanned aerial vehicles (UAVs) have gained attention due to increased use-
cases in healthcare, monitoring, surveillance, and logistics operations. UAVs mainly …

Underground sewer pipe condition assessment based on convolutional neural networks

SI Hassan, LM Dang, I Mehmood, S Im, C Choi… - Automation in …, 2019 - Elsevier
Surveys for assessing the condition of sewer pipeline systems are mainly based on video
surveillance or CCTV, which is a time-consuming process that relies heavily on human labor …