A systematic literature review on plant disease detection: Motivations, classification techniques, datasets, challenges, and future trends

W Shafik, A Tufail, A Namoun, LC De Silva… - Ieee …, 2023 - ieeexplore.ieee.org
… are deployed to control plant diseases and pests. … study, we conduct a systematic literature
review and present a detailed survey of the studies employing data collection techniques

[PDF][PDF] A Systematic Literature Review on Plant Disease Detection: Motivations, Classification Techniques, Datasets, Challenges, and Future Trends

WSA Namoun, A Tufail, LC De Silva, RAAHM Apong - IEEE, June, 2023 - researchgate.net
… models to provide disease detection solutions. … study, we conduct a systematic literature
review (SLR) and present a detailed survey of the studies employing data collection techniques

Technological support for detection and prediction of plant diseases: A systematic mapping study

V Bischoff, K Farias, JP Menzen, G Pessin - Computers and Electronics in …, 2021 - Elsevier
… they are literature reviews, they have not explored issues related to disease detection in …
We analyzed the studies to reveal the motivation behind the combined use of the techniques

A Systematic Literature Review on Leaf Disease Recognition Using Computer Vision and Deep Learning Approach

NANA Yani, SSM Fauzi, NAM Zaki… - … of Information Systems …, 2024 - e-journal.unair.ac.id
techniques for leaf disease detection through a systematic literature review of research papers
… Some of them investigate motivations, classification techniques, the challenges and future …

Image segmentation, classification, and recognition methods for wheat diseases: Two Decades' systematic literature review

D Kumar, V Kukreja - Computers and Electronics in Agriculture, 2024 - Elsevier
… key motivations for conducting a systematic literature review … the overall quality of wheat
disease identification research. … to control the various wheat plant diseases to reduce the …

[HTML][HTML] Plant disease detection using drones in precision agriculture

R Chin, C Catal, A Kassahun - Precision Agriculture, 2023 - Springer
… on disease detection using drones. The systematic literature review (SLR) presented in this
… According to the reviewed papers, this is mostly due to financial motives. When a large area …

A review on the main challenges in automatic plant disease identification based on visible range images

JGA Barbedo - Biosystems engineering, 2016 - Elsevier
… , which allows the use of very fast techniques. However, intrinsic and extrinsic factors
mean these methods remain too error prone, which was the motivation for the current review. …

Deep learning for crop yield prediction: a systematic literature review

A Oikonomidis, C Catal, A Kassahun - … Zealand Journal of Crop …, 2023 - Taylor & Francis
… For the crop disease diagnosis … the motivation behind applying Deep Learning for crop yield
prediction. It was also important to identify the crops on which the Deep Learning techniques

Citizen science for sustainable agriculture–A systematic literature review

L Ebitu, H Avery, KA Mourad, J Enyetu - Land use policy, 2021 - Elsevier
… , including an analysis of their motivations, the study lists soil … They also discuss the problems
that might be associated … of invasive plant pathogens causing devastating plant disease

A review on electronic nose: coherent taxonomy, classification, motivations, challenges, recommendations and datasets

WS Al-Dayyeni, S Al-Yousif, MM Taher… - Ieee …, 2021 - ieeexplore.ieee.org
… Both medical literature reviews and technical reviews were considered in … motivations
based on the methods and techniques of classification extracted from the articles being reviewed. …