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Illicit Drug‐Derived Volatile Organic Compounds as Markers for Application in Noncontact Detection Technology

The Chemical Record, EarlyView.
This review highlights the characteristic odor markers of illicit drugs, emphasizing volatile markers from both natural and synthetic sources, and explores the shift from canine‐based detection to emerging noncontact sensing technologies. Illicit drug use remains a global concern, requiring effective detection methods to counter evolving concealment ...
Minwoo Kim, Solpa Lee, Anmo J. Kim, Cong Wang, Yongwoo Jang   +4 more
wiley   +1 more source

Detection of commercial crop weeds using machine learning algorithms. [PDF]

Sci Rep
Ramesh P, Prabakaran G, Nagavel V, Bino J, Shabana Parveen M, Bhuvaneswari PTV.   +5 more
europepmc   +1 more source

Ground-based imagery dataset for early weed classification in tomato crops. [PDF]

Data Brief
Moreno H, Rivera G, Andújar D.
europepmc   +1 more source

Crop And Weed Detection System

International Research Journal of Modernization in Engineering Technology and Science
openaire   +1 more source

Deep learning-based temporal change detection of broadleaved weed infestation in rice fields using UAV multispectral imagery. [PDF]

Front Plant Sci
Rosle R, Che'Ya NN, Rahmat F, Sulaiman NS, Zakaria NI, Berahim Z, Omar MH, Ismail MR.   +7 more
europepmc   +1 more source

Harnessing hyperspectral imaging and machine learning techniques for accurate discrimination of peanut plants and weeds. [PDF]

Sci Rep
Bakhshipour A, Ramezanpour S.
europepmc   +1 more source

Proximal hyperspectral detection of rice and weed: characterization and discriminant analysis. [PDF]

Front Plant Sci
Wang Z, Lin T, Li H, Yin Y, Suo Y, Yang H, Li Y, Cai F, Xiao L.   +8 more
europepmc   +1 more source

Enhanced YOLO-based framework for accurate detection and identification of common wheat impurities with distinct objects. [PDF]

Sci Rep
Bagherpour H, Peyruo NF.
europepmc   +1 more source

Dandelion Weed Detection and Recognition for a Weed Removal Robot

openaire   +1 more source

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Weeds Detection Networks

2021 Innovations in Intelligent Systems and Applications Conference (ASYU), 2021
Non-chemical weeds control is a crucial aspect of sustainable organic agriculture. This paper explored the state-of-the-art deep learning networks applicability for weed detection and proposed a novel, simple deep learning model. The proposed network, CovWNET, is the second smallest network among the implementations compared in this study.
Md. Najmul Mowla, Mustafa Gok
openaire   +1 more source