Machine learning and computer vision techniques in continuous beehive monitoring applications: A survey

S Bilik, T Zemcik, L Kratochvila, D Ricanek… - … and Electronics in …, 2024 - Elsevier
The wide use and availability of machine learning and computer vision techniques allows
developing relatively complex monitoring systems in multiple domains. Besides the …

[HTML][HTML] Deep learning beehive monitoring system for early detection of the varroa mite

G Voudiotis, A Moraiti, S Kontogiannis - Signals, 2022 - mdpi.com
One of the most critical causes of colony collapse disorder in beekeeping is caused by the
Varroa mite. This paper presents an embedded camera module supported by a deep …

[HTML][HTML] Detection of Varroa destructor Infestation of Honeybees Based on Segmentation and Object Detection Convolutional Neural Networks

M Liu, M Cui, B Xu, Z Liu, Z Li, Z Chu, X Zhang, G Liu… - AgriEngineering, 2023 - mdpi.com
Varroa destructor infestation is a major factor leading to the global decline of honeybee
populations. Monitoring the level of Varroa mite infestation in order to take timely control …

[HTML][HTML] Sensorizing a Beehive: A Study on Potential Embedded Solutions for Internal Contactless Monitoring of Bees Activity

M Micheli, G Papa, I Negri, M Lancini, C Nuzzi… - Sensors, 2024 - mdpi.com
Winter is the season of main concern for beekeepers since the temperature, humidity, and
potential infection from mites and other diseases may lead the colony to death. As a …

Enhancing Pollinator Conservation towards Agriculture 4.0: Monitoring of Bees through Object Recognition

AJ Alex, CM Barnes, P Machado, I Ihianle… - arXiv preprint arXiv …, 2024 - arxiv.org
In an era of rapid climate change and its adverse effects on food production, technological
intervention to monitor pollinator conservation is of paramount importance for environmental …

Developing an AI-based Integrated System for Bee Health Evaluation

A Liang - arXiv preprint arXiv:2401.09988, 2024 - arxiv.org
Honey bees pollinate about one-third of the world's food supply, but bee colonies have
alarmingly declined by nearly 40% over the past decade due to several factors, including …

Machine Vision Applied to Entomology

GR Palma, CP Hackett, C Markham - Modelling Insect Populations in …, 2023 - Springer
Abstract Machine vision has produced many helpful image processing techniques in several
fields, such as object detection, classification, and segmentation. Machine vision is an …

[PDF][PDF] Acoustic signal processing systems for intelligent beehive monitoring

I Ardekani, S Varastehpour, H Sharifzadeh - 2022 - researchgate.net
Bees, as pollinators and producers of honey and medicinal products, play a crucial role in
human life and environmental sustainability. Emerging Smart Beekeeping technologies …