Transforming weed management in sustainable agriculture with artificial intelligence: A systematic literature review towards weed identification and deep learning

M Vasileiou, LS Kyriakos, C Kleisiari, G Kleftodimos… - Crop Protection, 2023 - Elsevier
In the face of increasing agricultural demands and environmental concerns, the effective
management of weeds presents a pressing challenge in modern agriculture. Weeds not only …

A metaheuristic Harris hawks optimization algorithm for weed detection using drone images

FR PP, WN Ismail, MAS Ali - Applied Sciences, 2023 - mdpi.com
There are several major threats to crop production. As herbicide use has become overly
reliant on weed control, herbicide-resistant weeds have evolved and pose an increasing …

Optimal fuzzy wavelet neural network based road damage detection

M Alamgeer, HK Alkahtani, M Maashi, M Othman… - IEEE …, 2023 - ieeexplore.ieee.org
Floods are one of the most severe and most frequent natural calamities. It causes enormous
economic damage and even leads to higher mortality rates. Studies on damage detection of …

Special Issue on the Engineering of Smart Agriculture

P Kiełbasa, T Juliszewski, S Kurpaska - Applied Sciences, 2023 - mdpi.com
The monograph presents an extract from the reality of smart agriculture, where the
combination of modern technologies, innovative solutions, and sustainable approaches to …

Field path optimization to reduce headland and turning maneuvers at regional scales: automated detection of cultivation direction in the state of Brandenburg …

M Donat, J Geistert, K Grahmann… - Precision …, 2023 - Springer
Path planning for optimized field-work pattern is an important task within precision farming.
The decision on a particular direction and path to cultivate and manage the field is complex …

Enhancing efficiency in agriculture: densely connected convolutional neural network for smart farming

A Sivaraj, P Valarmathie, K Dinakaran… - Signal, Image and Video …, 2024 - Springer
Smart farming plays a revolutionary paradigm shift in the realm of agriculture to enhance
farming practices across the globe. Traditional smart farming methods face various …

Weed identification technique in basil crops using computer vision

R Yauri Rodríguez, BJ Guzman Rojas… - 2023 - repositorio.utp.edu.pe
The promotion of organic and ecological production seeks the sustainable and competitive
growth of organic crops in countries like Peru. In this context, agro-exportation is …

[PDF][PDF] Intelligent Wireless Endoscopic Image Classification using Gannet Optimization with Deep Learning Model

M Amirthalingam, R Ponnusamy - researchgate.net
Wireless capsule endoscopy (WCE) is a non-invasive wireless imaging technology that
gained wider popularity. The main drawback of WCE is that it produces a massive amount of …