[HTML][HTML] Development and evaluation of a low-cost and smart technology for precision weed management utilizing artificial intelligence

V Partel, SC Kakarla, Y Ampatzidis - Computers and electronics in …, 2019 - Elsevier
Most conventional sprayers apply agrochemicals uniformly, despite the fact that distribution
of weeds is typically patchy, resulting in wastage of valuable compounds, increased costs …

[HTML][HTML] Smart spraying technologies for precision weed management: A review

V Vijayakumar, Y Ampatzidis, JK Schueller… - Smart Agricultural …, 2023 - Elsevier
In this study, the previous work, present status, benefits, and limitations of the state-of-the-art
technologies used in smart spraying technologies in precision weed management are …

[HTML][HTML] Application-specific evaluation of a weed-detection algorithm for plant-specific spraying

T Ruigrok, E van Henten, J Booij, K Van Boheemen… - Sensors, 2020 - mdpi.com
Robotic plant-specific spraying can reduce herbicide usage in agriculture while minimizing
labor costs and maximizing yield. Weed detection is a crucial step in automated weeding …

Weed detection for selective spraying: a review

B Liu, R Bruch - Current Robotics Reports, 2020 - Springer
Abstract Purpose of Review Weed detection systems are important solutions to one of the
existing agricultural problems—unmechanized weed control. Weed detection also helps …

[HTML][HTML] Precision chemical weed management strategies: A review and a design of a new CNN-based modular spot sprayer

A Allmendinger, M Spaeth, M Saile, GG Peteinatos… - Agronomy, 2022 - mdpi.com
Site-specific weed control offers a great potential for herbicide savings in agricultural crops
without causing yield losses and additional weed management costs in the following years …

[HTML][HTML] Deep convolutional neural network models for weed detection in polyhouse grown bell peppers

A Subeesh, S Bhole, K Singh, NS Chandel… - Artificial Intelligence in …, 2022 - Elsevier
Conventional weed management approaches are inefficient and non-suitable for integration
with smart agricultural machinery. Automatic identification and classification of weeds can …

[HTML][HTML] Development of deep learning-based variable rate agrochemical spraying system for targeted weeds control in strawberry crop

J Liu, I Abbas, RS Noor - Agronomy, 2021 - mdpi.com
Agrochemical application is an important tool in the agricultural industry for the protection of
crops. Agrochemical application with conventional sprayers results in the waste of applied …

Development of a herbicide application map using artificial neural networks and fuzzy logic

CC Yang, SO Prasher, JA Landry, HS Ramaswamy - Agricultural systems, 2003 - Elsevier
The primary objective in this project was to develop a precision herbicide-spraying system in
a corn field. Ultimately, such a system would involve real-time image collection and …

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 …

A fast and accurate expert system for weed identification in potato crops using metaheuristic algorithms

S Sabzi, Y Abbaspour-Gilandeh, G Garcia-Mateos - Computers in Industry, 2018 - Elsevier
Precision Agriculture is an area that can benefit from the latest advances in expert systems.
One of the goals is to detect and remove weeds intelligently, so that herbicides are only …