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Honey bees are critical to our ecosystem and food security as a pollinator, contributing 35% of our global agriculture yield. In spite of their importance, beekeeping is exclusively dependent on human labor and experience-derived…

声音 · 计算机科学 2021-05-25 Tony Zhang , Szymon Zmyslony , Sergei Nozdrenkov , Matthew Smith , Brandon Hopkins

The honeybee is a fascinating model animal to investigate how collective behavior emerges from (inter-)actions of thousands of individuals. Bees may acquire unique memories throughout their lives. These experiences affect social…

计算机视觉与模式识别 · 计算机科学 2018-02-15 Benjamin Wild , Leon Sixt , Tim Landgraf

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 pesticides and pests. Traditional methods for monitoring…

机器学习 · 计算机科学 2024-01-19 Andrew Liang

Utilizing computer vision and the latest technological advancements, in this study, we developed a honey bee monitoring system that aims to enhance our understanding of Colony Collapse Disorder, honey bee behavior, population decline, and…

计算机视觉与模式识别 · 计算机科学 2023-09-19 Christian I. Narcia-Macias , Joselito Guardado , Jocell Rodriguez , Joanne Rampersad-Ammons , Erik Enriquez , Dong-Chul Kim

Flowers play an essential role in removing the duller from the environment. The life cycle of the flowering plants involves pollination, fertilization, flowering, seed-formation, dispersion, and germination. Honeybees pollinate…

声音 · 计算机科学 2022-09-07 Shah Jafor Sadeek Quaderi , Sadia Afrin Labonno , Sadia Mostafa , Shamim Akhter

Insect-pests significantly impact global agricultural productivity and quality. Effective management involves identifying the full insect community, including beneficial insects and harmful pests, to develop and implement integrated pest…

Honey bees have been domesticated by humans for several thousand years and mainly provide honey and pollination, which is fundamental for plant reproduction. Nowadays, the work of beekeepers is constrained by external factors that stress…

硬件体系结构 · 计算机科学 2020-10-29 Hugo Hadjur , Doreid Ammar , Laurent Lefèvre

Recently, the research of wireless sensing has achieved more intelligent results, and the intelligent sensing of human location and activity can be realized by means of WiFi devices. However, most of the current human environment perception…

机器学习 · 计算机科学 2019-03-14 Shangqing Liu , Yanchao Zhao , Fanggang Xue , Bing Chen , Xiang Chen

Many application from the bee colony health state monitoring could be efficiently solved using a computer vision techniques. One of such challenges is an efficient way for counting the number of incoming and outcoming bees, which could be…

计算机视觉与模式识别 · 计算机科学 2024-06-14 Simon Bilik , Ilona Janakova , Adam Ligocki , Dominik Ficek , Karel Horak

The behavior of honeybees is an important ecological phenomenon not only in terms of honey and beeswax production but also due to the proliferation of flora and fauna around it. The best way to study this significant phenomenon is by…

声音 · 计算机科学 2025-09-23 Harshit , Rahul Jana , Ritesh Kumar

The accurate mapping of crop production is crucial for ensuring food security, effective resource management, and sustainable agricultural practices. One way to achieve this is by analyzing high-resolution satellite imagery. Deep Learning…

计算机视觉与模式识别 · 计算机科学 2023-07-13 Priyanka Goyal , Sohan Patnaik , Adway Mitra , Manjira Sinha

The success of modern farming and plant breeding relies on accurate and efficient collection of data. For a commercial organization that manages large amounts of crops, collecting accurate and consistent data is a bottleneck. Due to limited…

计算机视觉与模式识别 · 计算机科学 2021-02-26 Saeed Khaki , Hieu Pham , Ye Han , Andy Kuhl , Wade Kent , Lizhi Wang

HiveLink, the IoT-based Smart Bee Hive Monitoring System addresses the challenges faced by beekeepers in managing the influence of environmental impact, diseases, and collapse in honey bee colonies. Integrated with advanced sensors, the…

系统与控制 · 电气工程与系统科学 2023-09-22 Ajwin Dsouza , Aditya P , Sameer Hegde

Precision beekeeping allows to monitor bees' living conditions by equipping beehives with sensors. The data recorded by these hives can be analyzed by machine learning models to learn behavioral patterns of or search for unusual events in…

Computational approaches to the analysis of collective behavior in social insects increasingly rely on motion paths as an intermediate data layer from which one can infer individual behaviors or social interactions. Honey bees are a popular…

计算机视觉与模式识别 · 计算机科学 2018-03-16 Franziska Boenisch , Benjamin Rosemann , Benjamin Wild , Fernando Wario , David Dormagen , Tim Landgraf

In this paper, we show that paint markings are a feasible approach to automatize the analysis of behavioral assays involving honey bees in the field where marking has to be as lightweight as possible. We contribute a novel dataset for bees…

计算机视觉与模式识别 · 计算机科学 2023-11-14 Luke Meyers , Josué Rodríguez Cordero , Carlos Corrada Bravo , Fanfan Noel , José Agosto-Rivera , Tugrul Giray , Rémi Mégret

In many technical fields, single-objective optimization procedures in continuous domains involve expensive numerical simulations. In this context, an improvement of the Artificial Bee Colony (ABC) algorithm, called the Artificial super-Bee…

最优化与控制 · 数学 2021-05-05 Enrico Ampellio , Luca Vassio

Anthropogenic activities pose threats to wildlife and marine fauna, prompting the need for efficient animal counting methods. This research study utilizes deep learning techniques to automate counting tasks. Inspired by previous studies on…

计算机视觉与模式识别 · 计算机科学 2023-06-21 Tanya Singh , Hugo Gangloff , Minh-Tan Pham

Insects are a crucial part of our ecosystem. Sadly, in the past few decades, their numbers have worryingly decreased. In an attempt to gain a better understanding of this process and monitor the insects populations, Deep Learning may offer…

人工智能 · 计算机科学 2022-06-16 Teodor Chiaburu , Felix Biessmann , Frank Hausser

Effective conservation actions require effective population monitoring. However, accurately counting animals in the wild to inform conservation decision-making is difficult. Monitoring populations through image sampling has made data…

计算机视觉与模式识别 · 计算机科学 2022-10-12 Penny Tarling , Mauricio Cantor , Albert Clapés , Sergio Escalera
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