Automated Video Monitoring of Unmarked and Marked Honey Bees at the Hive Entrance

Automated Video Monitoring of Unmarked and Marked Honey Bees at the Hive Entrance

We present a novel system for the automatic video monitoring of honey bee foraging activity at the hive entrance. This monitoring system is built upon convolutional neural networks that perform multiple animal pose estimation without the need for marking. This precise detection of honey bee body par...

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Bibliographic Details
Main Authors: Iván F. Rodriguez, Jeffrey Chan, Manuel Alvarez Rios, Kristin Branson, José L. Agosto-Rivera, Tugrul Giray, Rémi Mégret
Format: Article
Language:English
Published: Frontiers Media S.A. 2022-02-01
Series:Frontiers in Computer Science
Subjects:
honey bee monitoring
bee counting
pollen detection
pose estimation
convolutional neural networks
Online Access:https://www.frontiersin.org/articles/10.3389/fcomp.2021.769338/full

Internet

https://www.frontiersin.org/articles/10.3389/fcomp.2021.769338/full

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