A computer vision approach to monitoring the activity and well-being of honeybees

Sanket Kachole; Gordon Hunter; Olga Duran

doi:10.3233/AISE200036

A computer vision approach to monitoring the activity and well-being of honeybees

Sanket Kachole
, Gordon Hunter
, Olga Duran

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

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Abstract

Honeybees, in their role as pollinators, are vital to both agriculture and the wider ecosystem. However, they have experienced a serious decline across much of the world over recent years. Monitoring their well-being, and taking appropriate action if that is in jeopardy, has thus become a matter of great importance. In this paper, we present an approach based on computer vision to monitor bee activity and motion in the vicinity of an entrance/exit to a hive, including identifying and counting the number of bees approaching or leaving the hive in a given image frame or sequence of image frames.

Original language	English
Title of host publication	This work was supported by Kingston University. Published in Iglesias, Carlos A., Novella, Jose Ignacio, Ricci, Alessandro, Pinto, Diego Rivera and Roman, Dumitru (eds.) (2020) Intelligent environments 2020. Amsterdam : IOS Press BV. Ambient Intelligence and Smart Environments, 28, pp. 152-161. ISBN: 9781643680903.
DOIs	https://doi.org/10.3233/AISE200036
Publication status	Published - Jul 2020

Bibliographical note

Note: This work was supported by Kingston University.

Published in Iglesias, Carlos A., Novella, Jose Ignacio, Ricci, Alessandro, Pinto, Diego Rivera and Roman, Dumitru (eds.) (2020) Intelligent environments 2020. Amsterdam : IOS Press BV. Ambient Intelligence and Smart Environments, 28, pp. 152-161. ISBN: 9781643680903.

Keywords

Computer science and informatics

Access to Document

10.3233/AISE200036

Kachole-S-46606-VoRFinal published version, 1.62 MBLicence: CC BY-NC

http://dx.doi.org/10.3233/AISE200036

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Kachole, S., Hunter, G., & Duran, O. (2020). A computer vision approach to monitoring the activity and well-being of honeybees. In This work was supported by Kingston University. Published in Iglesias, Carlos A., Novella, Jose Ignacio, Ricci, Alessandro, Pinto, Diego Rivera and Roman, Dumitru (eds.) (2020) Intelligent environments 2020. Amsterdam : IOS Press BV. Ambient Intelligence and Smart Environments, 28, pp. 152-161. ISBN: 9781643680903. https://doi.org/10.3233/AISE200036

Kachole, Sanket ; Hunter, Gordon ; Duran, Olga. / A computer vision approach to monitoring the activity and well-being of honeybees. This work was supported by Kingston University. Published in Iglesias, Carlos A., Novella, Jose Ignacio, Ricci, Alessandro, Pinto, Diego Rivera and Roman, Dumitru (eds.) (2020) Intelligent environments 2020. Amsterdam : IOS Press BV. Ambient Intelligence and Smart Environments, 28, pp. 152-161. ISBN: 9781643680903.. 2020.

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abstract = "Honeybees, in their role as pollinators, are vital to both agriculture and the wider ecosystem. However, they have experienced a serious decline across much of the world over recent years. Monitoring their well-being, and taking appropriate action if that is in jeopardy, has thus become a matter of great importance. In this paper, we present an approach based on computer vision to monitor bee activity and motion in the vicinity of an entrance/exit to a hive, including identifying and counting the number of bees approaching or leaving the hive in a given image frame or sequence of image frames.",

keywords = "Computer science and informatics",

author = "Sanket Kachole and Gordon Hunter and Olga Duran",

note = "Note: This work was supported by Kingston University. Published in Iglesias, Carlos A., Novella, Jose Ignacio, Ricci, Alessandro, Pinto, Diego Rivera and Roman, Dumitru (eds.) (2020) Intelligent environments 2020. Amsterdam : IOS Press BV. Ambient Intelligence and Smart Environments, 28, pp. 152-161. ISBN: 9781643680903.",

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booktitle = "This work was supported by Kingston University. Published in Iglesias, Carlos A., Novella, Jose Ignacio, Ricci, Alessandro, Pinto, Diego Rivera and Roman, Dumitru (eds.) (2020) Intelligent environments 2020. Amsterdam : IOS Press BV. Ambient Intelligence and Smart Environments, 28, pp. 152-161. ISBN: 9781643680903.",

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Kachole, S, Hunter, G & Duran, O 2020, A computer vision approach to monitoring the activity and well-being of honeybees. in This work was supported by Kingston University. Published in Iglesias, Carlos A., Novella, Jose Ignacio, Ricci, Alessandro, Pinto, Diego Rivera and Roman, Dumitru (eds.) (2020) Intelligent environments 2020. Amsterdam : IOS Press BV. Ambient Intelligence and Smart Environments, 28, pp. 152-161. ISBN: 9781643680903.. https://doi.org/10.3233/AISE200036

A computer vision approach to monitoring the activity and well-being of honeybees. / Kachole, Sanket; Hunter, Gordon ; Duran, Olga.
This work was supported by Kingston University. Published in Iglesias, Carlos A., Novella, Jose Ignacio, Ricci, Alessandro, Pinto, Diego Rivera and Roman, Dumitru (eds.) (2020) Intelligent environments 2020. Amsterdam : IOS Press BV. Ambient Intelligence and Smart Environments, 28, pp. 152-161. ISBN: 9781643680903.. 2020.

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

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N2 - Honeybees, in their role as pollinators, are vital to both agriculture and the wider ecosystem. However, they have experienced a serious decline across much of the world over recent years. Monitoring their well-being, and taking appropriate action if that is in jeopardy, has thus become a matter of great importance. In this paper, we present an approach based on computer vision to monitor bee activity and motion in the vicinity of an entrance/exit to a hive, including identifying and counting the number of bees approaching or leaving the hive in a given image frame or sequence of image frames.

AB - Honeybees, in their role as pollinators, are vital to both agriculture and the wider ecosystem. However, they have experienced a serious decline across much of the world over recent years. Monitoring their well-being, and taking appropriate action if that is in jeopardy, has thus become a matter of great importance. In this paper, we present an approach based on computer vision to monitor bee activity and motion in the vicinity of an entrance/exit to a hive, including identifying and counting the number of bees approaching or leaving the hive in a given image frame or sequence of image frames.

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M3 - Conference contribution

BT - This work was supported by Kingston University. Published in Iglesias, Carlos A., Novella, Jose Ignacio, Ricci, Alessandro, Pinto, Diego Rivera and Roman, Dumitru (eds.) (2020) Intelligent environments 2020. Amsterdam : IOS Press BV. Ambient Intelligence and Smart Environments, 28, pp. 152-161. ISBN: 9781643680903.

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Kachole S, Hunter G , Duran O. A computer vision approach to monitoring the activity and well-being of honeybees. In This work was supported by Kingston University. Published in Iglesias, Carlos A., Novella, Jose Ignacio, Ricci, Alessandro, Pinto, Diego Rivera and Roman, Dumitru (eds.) (2020) Intelligent environments 2020. Amsterdam : IOS Press BV. Ambient Intelligence and Smart Environments, 28, pp. 152-161. ISBN: 9781643680903.. 2020 doi: 10.3233/AISE200036

A computer vision approach to monitoring the activity and well-being of honeybees

Abstract

Bibliographical note

Keywords

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A computer vision approach to monitoring the activity and well-being of honeybees

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