Automation in agriculture by machine and deep learning techniques: A review of recent developments
Recently, agriculture has gained much attention regarding automation by artificial
intelligence techniques and robotic systems. Particularly, with the advancements in machine …
intelligence techniques and robotic systems. Particularly, with the advancements in machine …
Characterising the agriculture 4.0 landscape—emerging trends, challenges and opportunities
Investment in technological research is imperative to stimulate the development of
sustainable solutions for the agricultural sector. Advances in Internet of Things, sensors and …
sustainable solutions for the agricultural sector. Advances in Internet of Things, sensors and …
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 …
Although precision agriculture (PA) takes less time and provides a more precise application …
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 …
contexts. Their use in agriculture is particularly suitable, as those areas are often vast …
A systematic review on monitoring and advanced control strategies in smart agriculture
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 …
countries. The population rate of the world is increasing rapidly and will be double in …
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 …
and detection of plant pathogens are instrumental in restricting and effectively managing the …
Robots in agriculture: State of art and practical experiences
The presence of robots in agriculture has grown significantly in recent years, overcoming
some of the challenges and complications of this field. This chapter aims to collect a …
some of the challenges and complications of this field. This chapter aims to collect a …
4D crop monitoring: Spatio-temporal reconstruction for agriculture
Autonomous crop monitoring at high spatial and temporal resolution is a critical problem in
precision agriculture. While Structure from Motion and Multi-View Stereo algorithms can …
precision agriculture. While Structure from Motion and Multi-View Stereo algorithms can …
UAV-based multispectral imagery for fast Citrus Greening detection
F DadrasJavan, F Samadzadegan… - Journal of Plant …, 2019 - Springer
Considering the variation in spectral response of plants due to unhealthiness effects, this
study utilizes multispectral imaging to detect Greening disease of citrus trees. Low altitude …
study utilizes multispectral imaging to detect Greening disease of citrus trees. Low altitude …
Aerial multispectral imagery for plant disease detection: Radiometric calibration necessity assessment
H Pourazar, F Samadzadegan… - European Journal of …, 2019 - Taylor & Francis
This paper focused on the necessity of radiometric calibration to distinguish diseased trees
in orchards based on aerial multi-spectral images. For this purpose, two study sites were …
in orchards based on aerial multi-spectral images. For this purpose, two study sites were …