Automatic movement pattern analysis for data-driven system optimisation – an example for fattening livestock farming monitoring system

This paper introduces a method for analysing motion patterns that can be utilised to optimise data-driven systems. The aim is to use surveillance cameras and artificial intelligence to track multiple objects in a reliable manner, thereby preserving the authenticity of movement patterns for numerous and similar objects. In a case study, this method is applied to optimize lighting conditions in animal husbandry. Furthermore, this approach can be utilized not only in animal husbandry but also in other domains.

Publication Details

Journal
SerWisS (University of Applied Sciences and Arts Hannover)
Published
2024-12-17
DOI
https://doi.org/10.25968/opus-3446
Primary Topic
Animal Behavior and Welfare Studies
Type
article
Field-Weighted Citation Impact
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article

Automatic movement pattern analysis for data-driven system optimisation – an example for fattening livestock farming monitoring system

SerWisS (University of Applied Sciences and Arts Hannover)
Animal Behavior and Welfare Studies
article

Automatic movement pattern analysis for data-driven system optimisation – an example for fattening livestock farming monitoring system

article en

Abstract

This paper introduces a method for analysing motion patterns that can be utilised to optimise data-driven systems. The aim is to use surveillance cameras and artificial intelligence to track multiple objects in a reliable manner, thereby preserving the authenticity of movement patterns for numerous and similar objects. In a case study, this method is applied to optimize lighting conditions in animal husbandry. Furthermore, this approach can be utilized not only in animal husbandry but also in other domains.

SerWisS (University of Applied Sciences and Arts Hannover)
Zero hunger
Openalex Percentile: Top 61%
Animal Behavior and Welfare Studies
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Automatic movement pattern analysis for data-driven system optimisation – an example for fattening livestock farming monitoring system · SerWisS (University of Applied Sciences and Arts Hannover) (2024) | TGRS Research Map | TGRS