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Trans. Korean. Inst. Elect. Eng.
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2026-08
(Vol.75 No.8)
10.5370/KIEE.2026.75.8.1929
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References
1
Ministry of Data and Statistics, Press Release, Jan. 23, 2026, accessed Feb. 28, 2026., "Livestock Statistics in the Fourth Quarter of 2025," 2026.
2
Korea Rural Economic Institute, https://aglook.krei.re.kr/upload/observeFiles/e1016894cbd949cb88e3b62c73dd0784.pdf (published Sep. 2, 2025, accessed Feb. 28, 2026)., "Livestock Outlook: Pigs (September 2025)," 2025.
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J.-H. Witte, J. Gerberding, C. Lensches, I. Traulsen, "Using Deep Learning for automated birth detection during farrowing," vol. P-328, pp. 141-153, 2022.
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T. Yun, J. Kim, J. Yun, T.-W. Um, "Automatic detection of trapping events of postnatal piglets in loose housing pen: comparison of YOLO versions 4, 5, and 8," Journal of Animal Science and Technology, vol. 67, no. 3, pp. 666-676, 2025.
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M. Wutke, C. Lensches, U. Hartmann, I. Traulsen, "Towards automatic farrowing monitoring—A Noisy Student approach for improving detection performance of newborn piglets," PLOS ONE, vol. 19, no. 10, pp. e0310818, 2024.
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M. Oczak, F. Bayer, S. Vetter, K. Maschat, J. Baumgartner, "Comparison of the automated monitoring of the sow activity in farrowing pens using video and accelerometer data," Computers and Electronics in Agriculture, vol. 192, pp. 106517, 2022.
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M. Krichen, "Convolutional Neural Networks: A Survey," Computers, vol. 12, no. 8, pp. 151, 2023.
14
M. Tan, Q. V. Le, "EfficientNetV2: Smaller Models and Faster Training," vol. 139, pp. 10096-10106, 2021.
15
I. Loshchilov, F. Hutter, "Decoupled Weight Decay Regularization," 2019.