Automatic pest monitoring systems in apple production under changing climatic conditions

D Čirjak, I Miklečić, D Lemić, T Kos, I Pajač Živković - Horticulturae, 2022 - mdpi.com
Apple is one of the most important economic fruit crops in the world. Despite all the
strategies of integrated pest management (IPM), insecticides are still frequently used in its …

Review of machine learning and deep learning models in agriculture

F Bal, F Kayaalp - International Advanced Researches and …, 2021 - dergipark.org.tr
Machine learning (ML) refers to the processes that enable computers to think based on
various learning methods. It can be also called domain which is a subset of Artificial …

Deep feature-based classifiers for fruit fly identification (Diptera: Tephritidae)

MM Leonardo, TJ Carvalho, E Rezende… - 2018 31st SIBGRAPI …, 2018 - ieeexplore.ieee.org
Fruit flies has a big biological and economic importance for the farming of different tropical
and subtropical countries in the World. Specifically in Brazil, third largest fruit producer in the …

FB-CNN: Feature fusion-based bilinear CNN for classification of fruit fly image

Y Peng, M Liao, Y Song, Z Liu, H He, H Deng… - IEEE …, 2019 - ieeexplore.ieee.org
The high-resolution devices for image capturing and the high professional requirement for
users, are very complex to extract features of the fruit fly image for classification. Therefore, a …

RNAi in fruit flies (Diptera: Tephritidae): successes and challenges

G C. Maktura, B J. Paranhos… - Journal of Applied …, 2021 - Wiley Online Library
Abstract Fruit flies (Diptera: Tephritidae) are among the most economically important pests
worldwide, causing direct damage to fruit crops through female oviposition and larval …

A motor-driven and computer vision-based intelligent e-trap for monitoring citrus flies

R Huang, T Yao, C Zhan, G Zhang, Y Zheng - Agriculture, 2021 - mdpi.com
Citrus flies are important quarantine pests in citrus plantations. Electronic traps (e-traps)
based on computer vision are the most popular types of equipment for monitoring them …

The South American fruit fly: An important pest insect with RNAi-sensitive larval stages

N Dias, D Cagliari, FS Kremer, LN Rickes… - Frontiers in …, 2019 - frontiersin.org
RNA interference (RNAi) technology has been used in the development of approaches for
pest control. The presence of some essential genes, the so-called “core genes,” in the RNAi …

CNN–SVM: a classification method for fruit fly image with the complex background

Y Peng, M Liao, H Deng, L Ao, Y Song… - IET Cyber‐Physical …, 2020 - Wiley Online Library
On the basis of the problem that the image background is simple and the traditional shooting
equipment of fruit flies is too high, this study improved the convolutional neural network …

A fully automatic classification of bee species from wing images

AR Rebelo, JMG Fagundes, LA Digiampietri… - Apidologie, 2021 - Springer
Since bees are the main pollinators of natural and agricultural ecosystems, they play a
fundamental role in the preservation of the environment and food production. However …

Classification for fruit fly images using convolutional neural networks

S Chen, J Chen - Information Technology and Control, 2022 - itc.ktu.lt
The discriminative information of fruit fly images often exists in a very fine region, resulting in
hard extracting the desired features from the entire image level. Hence, it is a tough task to …