[HTML][HTML] Machine vision systems in precision agriculture for crop farming

E Mavridou, E Vrochidou, GA Papakostas, T Pachidis… - Journal of …, 2019 - mdpi.com
Machine vision for precision agriculture has attracted considerable research interest in
recent years. The aim of this paper is to review the most recent work in the application of …

[HTML][HTML] Advances in ground robotic technologies for site-specific weed management in precision agriculture: A review

A Upadhyay, Y Zhang, C Koparan, N Rai… - … and Electronics in …, 2024 - Elsevier
Robotics and variable rate technology (VRT) have shown great potential for site-specific
weed management (SSWM), but these technologies face several challenges like accurate …

Agricultural robots for field operations. Part 2: Operations and systems

A Bechar, C Vigneault - Biosystems engineering, 2017 - Elsevier
This part of our review of the research, developments and innovation in agricultural robots
for field operations, focuses on characteristics, performance measures, agricultural tasks …

Sensing technologies for precision specialty crop production

WS Lee, V Alchanatis, C Yang, M Hirafuji… - … and electronics in …, 2010 - Elsevier
With the advances in electronic and information technologies, various sensing systems have
been developed for specialty crop production around the world. Accurate information …

Real-time image processing for crop/weed discrimination in maize fields

XP Burgos-Artizzu, A Ribeiro, M Guijarro… - … and Electronics in …, 2011 - Elsevier
This paper presents a computer vision system that successfully discriminates between weed
patches and crop rows under uncontrolled lighting in real-time. The system consists of two …

CRowNet: Deep network for crop row detection in UAV images

MD Bah, A Hafiane, R Canals - IEEE Access, 2019 - ieeexplore.ieee.org
Nowadays, the development of robots and smart tractors for the automation of sowing,
harvesting, weeding etc. is transforming agriculture. Farmers are moving from an agriculture …

A technical review on navigation systems of agricultural autonomous off-road vehicles

H Mousazadeh - Journal of Terramechanics, 2013 - Elsevier
With the predicted increase in world population to over 10 billion, by the year 2050, growth
in agricultural output needs to be continued. Considering this, autonomous vehicles …

Agricultural machinery automatic navigation technology

Z Yao, C Zhao, T Zhang - Iscience, 2024 - cell.com
In this paper, we review, compare, and analyze previous studies on agricultural machinery
automatic navigation and path planning technologies. First, the paper introduces the …

Navigation path extraction for greenhouse cucumber-picking robots using the prediction-point Hough transform

J Chen, H Qiang, J Wu, G Xu, Z Wang - Computers and Electronics in …, 2021 - Elsevier
Accurate extraction of navigation path is very important for automated navigation of
agricultural robots. Based on the machine vision system, this paper proposes a new …

Applications of computer vision techniques in the agriculture and food industry: a review

JFS Gomes, FR Leta - European Food Research and Technology, 2012 - Springer
Over the last decades, parallel to technological development, there has been a great
increase in the use of visual inspection systems. These systems have been widely …