A survey of deep learning techniques for weed detection from images

ASMM Hasan, F Sohel, D Diepeveen, H Laga… - … and electronics in …, 2021 - Elsevier
The rapid advances in Deep Learning (DL) techniques have enabled rapid detection,
localisation, and recognition of objects from images or videos. DL techniques are now being …

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 …

Autonomous robotic weed control systems: A review

DC Slaughter, DK Giles, D Downey - Computers and electronics in …, 2008 - Elsevier
Autonomous robotic weed control systems hold promise toward the automation of one of
agriculture's few remaining unmechanized and drudging tasks, hand weed control. Robotic …

Weed detection for site‐specific weed management: mapping and real‐time approaches

F López‐Granados - Weed Research, 2011 - Wiley Online Library
López‐Granados F (2011). Weed detection for site‐specific weed management: mapping
and real‐time approaches. Weed Research 51, 1–11. Summary This work describes the …

Nonconventional weed management strategies for modern agriculture

AA Bajwa, G Mahajan, BS Chauhan - Weed science, 2015 - cambridge.org
Weeds are a significant problem in crop production and their management in modern
agriculture is crucial to avoid yield losses and ensure food security. Intensive agricultural …

[HTML][HTML] Artificial intelligence tools and techniques to combat herbicide resistant weeds—A review

S Ghatrehsamani, G Jha, W Dutta, F Molaei, F Nazrul… - Sustainability, 2023 - mdpi.com
The excessive consumption of herbicides has gradually led to the herbicide resistance weed
phenomenon. Managing herbicide resistance weeds can only be explicated by applying …

Site‐specific weed control technologies

S Christensen, HT Søgaard, P Kudsk… - Weed …, 2009 - Wiley Online Library
Site‐specific weed control technologies are defined as machinery or equipment embedded
with technologies that detect weeds growing in a crop and, taking into account predefined …

New directions for integrated weed management: Modern technologies, tools and knowledge discovery

NE Korres, NR Burgos, I Travlos, M Vurro… - Advances in …, 2019 - Elsevier
Weed science, as an integral part of agricultural production needs to evolve by moving away
from its mono-disciplinary perspective at targeting weeds, sometimes a single species …

Weed detection to weed recognition: reviewing 50 years of research to identify constraints and opportunities for large-scale cropping systems

GRY Coleman, A Bender, K Hu, SM Sharpe… - Weed …, 2022 - cambridge.org
The past 50 yr of advances in weed recognition technologies have poised site-specific weed
control (SSWC) on the cusp of requisite performance for large-scale production systems …

Potential use of ground‐based sensor technologies for weed detection

GG Peteinatos, M Weis, D Andújar… - Pest management …, 2014 - Wiley Online Library
Site‐specific weed management is the part of precision agriculture (PA) that tries to
effectively control weed infestations with the least economical and environmental burdens …