[HTML][HTML] Detecting and classifying pests in crops using proximal images and machine learning: A review
JGA Barbedo - Ai, 2020 - mdpi.com
Pest management is among the most important activities in a farm. Monitoring all different
species visually may not be effective, especially in large properties. Accordingly …
species visually may not be effective, especially in large properties. Accordingly …
Biology, Ecology, and Management of the Potato Psyllid, Bactericera cockerelli (Hemiptera: Triozidae), and Zebra Chip Disease in Potato
The potato psyllid, Bactericera cockerelli (Šulc)(Hemiptera: Triozidae), transmits the
pathogen “Candidatus liberibacter solanacearum”(Lso), the putative causal agent of zebra …
pathogen “Candidatus liberibacter solanacearum”(Lso), the putative causal agent of zebra …
Using a novel convolutional neural network for plant pests detection and disease classification
Background Early plant diseases and pests identification reduces social, economic, and
environmental deficiencies entailing toxic chemical utilization on agricultural farms, thus …
environmental deficiencies entailing toxic chemical utilization on agricultural farms, thus …
Proximal detecting invertebrate pests on crops using a deep residual convolutional neural network trained by virtual images
Detecting invertebrate pests on crops at early stages is essential for pest management.
Traditionally, traps were used to sample pests and then human experts undertook …
Traditionally, traps were used to sample pests and then human experts undertook …
Influence of image quality on the identification of psyllids using convolutional neural networks
Highlights•CNNs were trained for identification of Psyllids in traps.•The effects of using
images captured with scanners and smartphones were investigated.•Experiments employed …
images captured with scanners and smartphones were investigated.•Experiments employed …
A Novel Interaction of Nesidiocoris tenuis (Hemiptera: Miridae) as a Biological Control Agent of Bactericera cockerelli (Hemiptera: Triozidae) in Potato
G Esparza-Diaz, RT Villanueva, IE Badillo-Vargas - Insects, 2024 - mdpi.com
Simple Summary The tomato bug is a generalist predator commonly used to control insect
pests. This exotic mirid was found in 2012 in South Texas and has been established in this …
pests. This exotic mirid was found in 2012 in South Texas and has been established in this …
Psyllid Detector: A Web-Based Application to Automate Insect Detection Utilizing Image Processing and Deep Learning
VAG da Cunha, DA Pullock, M Ali… - Applied Engineering …, 2024 - elibrary.asabe.org
Highlights An AI-enabled web application was developed to classify insects on sticky traps.
The AI models were trained on images exposed to real environmental conditions …
The AI models were trained on images exposed to real environmental conditions …
Value‐adding in biosecurity surveillance and monitoring: Testing colour and non‐target semiochemical lures on Psylloidea and Pentatomoidea
ML Moir, L Croeser, D Telfer, C Fenner… - Journal of Applied …, 2022 - Wiley Online Library
Cost efficiency in biosecurity surveillance is vital, and the ability to survey multiple pest
species using just one trap is, therefore, highly appealing. The Psylloidea, or plantlice …
species using just one trap is, therefore, highly appealing. The Psylloidea, or plantlice …
[HTML][HTML] A study on CNN-based detection of psyllids in sticky traps using multiple image data sources
Deep learning architectures like Convolutional Neural Networks (CNNs) are quickly
becoming the standard for detecting and counting objects in digital images. However, most …
becoming the standard for detecting and counting objects in digital images. However, most …
The tomato potato psyllid, Bactericera cockerelli (Šulc, 1909) (Hemiptera: Triozidae): a review of the threat of the psyllid to Australian solanaceous crop industries …
PW Walker, GR Allen, RS Tegg, LR White… - Austral …, 2015 - Wiley Online Library
The tomato potato psyllid, B actericera cockerelli (Š ulc, 1909), is a major biosecurity threat
to A ustralian solanaceous crop industries. Native to N orth and C entral A merica, B …
to A ustralian solanaceous crop industries. Native to N orth and C entral A merica, B …