A review on weed detection using ground-based machine vision and image processing techniques
A Wang, W Zhang, X Wei - Computers and electronics in agriculture, 2019 - Elsevier
Weeds are among the major factors that could harm crop yield. With the advances in
electronic and information technologies, machine vision combined with image processing …
electronic and information technologies, machine vision combined with image processing …
3-D imaging systems for agricultural applications—a review
M Vázquez-Arellano, HW Griepentrog, D Reiser… - Sensors, 2016 - mdpi.com
Efficiency increase of resources through automation of agriculture requires more information
about the production process, as well as process and machinery status. Sensors are …
about the production process, as well as process and machinery status. Sensors are …
Combining plant height, canopy coverage and vegetation index from UAV-based RGB images to estimate leaf nitrogen concentration of summer maize
J Lu, D Cheng, C Geng, Z Zhang, Y Xiang, T Hu - Biosystems Engineering, 2021 - Elsevier
Rapid and accurate monitoring of crop plant height (PH), canopy coverage (CC), and leaf
nitrogen concentration (LNC) is essential for precision management of irrigation and …
nitrogen concentration (LNC) is essential for precision management of irrigation and …
[HTML][HTML] A comprehensive review of machine vision systems and artificial intelligence algorithms for the detection and harvesting of agricultural produce
Every nation's economic development depends heavily on agriculture. Fulfilling the current
population's need for food is becoming increasingly difficult because of factors including …
population's need for food is becoming increasingly difficult because of factors including …
Agricultural robotics: Unmanned robotic service units in agricultural tasks
FAA Cheein, R Carelli - IEEE industrial electronics magazine, 2013 - ieeexplore.ieee.org
The application of agricultural machinery in precision agriculture has experienced an
increase in investment and research due to the use of robotics applications in the machinery …
increase in investment and research due to the use of robotics applications in the machinery …
Estimation of plant height using a high throughput phenotyping platform based on unmanned aerial vehicle and self-calibration: example for sorghum breeding
Plant height is an essential trait to evaluate in grain sorghum, being positively associated
with potential grain yield. Standard manual measures of plant height for large breeding trials …
with potential grain yield. Standard manual measures of plant height for large breeding trials …
Real-time weed-crop classification and localisation technique for robotic weed control in lettuce
R Raja, TT Nguyen, DC Slaughter… - Biosystems Engineering, 2020 - Elsevier
Highlights•A real-time in-row weed-crop detection and classification algorithm was
proposed.•A novel crop signaling technique was introduced to distinguish crops from …
proposed.•A novel crop signaling technique was introduced to distinguish crops from …
Analysis on status and development trend of intelligent control technology for agricultural equipment
L Chengliang, L Hongzhen, L Yanming… - Nongye Jixie Xuebao …, 2020 - nyjxxb.net
Intelligent control is the key technology for the intelligentization of agricultural equipment.
From the aspects of intelligent perception, intelligent control, intelligent decision-making …
From the aspects of intelligent perception, intelligent control, intelligent decision-making …
Automated crop plant detection based on the fusion of color and depth images for robotic weed control
Robotic weeding enables weed control near or within crop rows automatically, precisely and
effectively. A computer‐vision system was developed for detecting crop plants at different …
effectively. A computer‐vision system was developed for detecting crop plants at different …
Indoor and outdoor depth imaging of leaves with time-of-flight and stereo vision sensors: Analysis and comparison
In this article we analyze the response of Time-of-Flight (ToF) cameras (active sensors) for
close range imaging under three different illumination conditions and compare the results …
close range imaging under three different illumination conditions and compare the results …