Early detection of red palm weevil infestations using deep learning classification of acoustic signals

W Boulila, A Alzahem, A Koubaa, B Benjdira… - … and Electronics in …, 2023 - Elsevier
Abstract The Red Palm Weevil (RPW), also known as the palm weevil, is considered among
the world's most damaging insect pests of palms. Current detection techniques include the …

Enhancing the distributed acoustic sensors'(das) performance by the simple noise reduction algorithms sequential application

AT Turov, YA Konstantinov, FL Barkov, DA Korobko… - Algorithms, 2023 - mdpi.com
Moving differential and dynamic window moving averaging are simple and well-known
signal processing algorithms. However, the most common methods of obtaining sufficient …

Recognizing sounds of Red Palm Weevils (RPW) based on the VGGish model: Transfer learning methodology

M Torky, G Dahy, AE Hassanien - Computers and Electronics in Agriculture, 2023 - Elsevier
The red palm weevil (RPW) is one of the most popular and damaging pests which threaten
palm cultivation and production in many countries in the world. Recognizing RPW pests is …

Activation function dynamic averaging as a technique for nonlinear 2D data denoising in distributed acoustic sensors

AT Turov, FL Barkov, YA Konstantinov, DA Korobko… - Algorithms, 2023 - mdpi.com
This work studies the application of low-cost noise reduction algorithms for the data
processing of distributed acoustic sensors (DAS). It presents an improvement of the …

Submarine optical fiber communication provides an unrealized deep-sea observation network

Y Guo, JM Marin, I Ashry, A Trichili, MN Havlik… - Scientific Reports, 2023 - nature.com
Oceans are crucial to human survival, providing natural resources and most of the global
oxygen supply, and are responsible for a large portion of worldwide economic development …

Sustainable Palm Tree Farming: Leveraging IoT and Multi-Modal Data for Early Detection and Mapping of Red Palm Weevil

Y Hajjaji, A Alzahem, W Boulila, IR Farah… - Procedia Computer …, 2023 - Elsevier
Abstract The Red Palm Weevil (RPW) is a highly destructive insect causing economic losses
and impacting palm tree farming worldwide. This paper proposes an innovative approach for …

Enhancing Red Palm Weevil Detection Using Bird Swarm Algorithm With Deep Learning Model

MA Arasi, L Almuqren, I Issaoui, NS Almalki… - IEEE …, 2023 - ieeexplore.ieee.org
In recent times, mostly in the Middle East region, Red Palm Weevils (RPW) are one of the
most dangerous pests of palm trees worldwide. The RPW causes significant harm to several …

Optical Reflectometry, Metrology, and Sensing. Present and Future (Review)

MA Taranov, BG Gorshkov, AE Alekseev… - Instruments and …, 2023 - Springer
The presented literature review was prepared by a team of authors united by the Program
and Organizing Committees of the “Optical Reflectometry, Metrology, and Sensing”(ORMS) …

Deep Learning Driven Automated Red Palm Weevil Detection Using Sparrow Search Optimization

N Badjajian, W Barry - International Journal of Advances in …, 2024 - americaspg.com
Abstract In recent decades, Red Palm Weevils (RPW) have been demonstrated as a harmful
pest of palm trees worldwide, predominantly in the Middle East. The RPW is produced …

Оптическая рефлектометрия, метрология и сенсорика. настоящее и будущее (обзор)

МА Таранов, БГ Горшков, АЭ Алексеев… - Приборы и техника …, 2023 - elibrary.ru
Настоящий литературный обзор, составленный коллективом авторов, объединенных
Программным и Организационным комитетами конференции “Оптическая …