TY  - JOUR
T1  - Development of an All-Day Cattle Estrus Monitoring System Using IR and RGB Camera-Based Behavior Detection Algorithm
AU  - Kee, Young-Jin 
AU  - Kim, Woo-Young 
AU  - Ryu, Jae-Heyn 
AU  - Kim, Dong-Ro 
AU  - Kim, Hyun-Woo 
JO  - The Journal of Korean Institute of Communications and Information Sciences
PY  - 2024
DA  - 2024/1/1
DO  - 10.7840/kics.2024.49.1.134
KW  - Cow estrous monitoring
KW  - AI
KW  - Behavior detection
KW  - Data Augmentation
KW  - AI optimization
AB  - 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.