Development of an All-Day Cattle Estrus Monitoring System Using IR and RGB Camera-Based Behavior Detection Algorithm 


Vol. 49,  No. 1, pp. 134-141, Jan.  2024
10.7840/kics.2024.49.1.134


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  Abstract

In this paper, this research presents an effective system for real-time monitoring and detection of cattle estrus behavior, utilizing IR and RGB cameras. The study also demonstrates the improved performance achieved through the generation of IR images using a GAN-based RGB to IR conversion. The system's reliability and stability were validated across different environments, further affirming its potential as a day/night cattle estrus monitoring system.

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[IEEE Style]

Y. Kee, W. Kim, J. Ryu, D. Kim, H. Kim, "Development of an All-Day Cattle Estrus Monitoring System Using IR and RGB Camera-Based Behavior Detection Algorithm," The Journal of Korean Institute of Communications and Information Sciences, vol. 49, no. 1, pp. 134-141, 2024. DOI: 10.7840/kics.2024.49.1.134.

[ACM Style]

Young-Jin Kee, Woo-Young Kim, Jae-Heyn Ryu, Dong-Ro Kim, and Hyun-Woo Kim. 2024. Development of an All-Day Cattle Estrus Monitoring System Using IR and RGB Camera-Based Behavior Detection Algorithm. The Journal of Korean Institute of Communications and Information Sciences, 49, 1, (2024), 134-141. DOI: 10.7840/kics.2024.49.1.134.

[KICS Style]

Young-Jin Kee, Woo-Young Kim, Jae-Heyn Ryu, Dong-Ro Kim, Hyun-Woo Kim, "Development of an All-Day Cattle Estrus Monitoring System Using IR and RGB Camera-Based Behavior Detection Algorithm," The Journal of Korean Institute of Communications and Information Sciences, vol. 49, no. 1, pp. 134-141, 1. 2024. (https://doi.org/10.7840/kics.2024.49.1.134)
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pISSN : 1226 - 4717
eISSN : 2287 - 3880