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主要經歷
2020年至今
教授 x 國立臺灣大學 生物機電工程學系
2016至2020
國立臺灣大學 生物機電工程學系 x 副教授
2011至2016
助理教授 x 國立臺灣大學 生物機電工程學系
2003至2011
美國普度大學 機械工程學系 x 研究生助理
2009
研究生助教 x 美國普度大學 機械工程學系
2007至2008
美國惠普公司 影像與印刷事業部 x 實習研究員
學歷
2007至2008
美國普度大學 機械工程學系 x 碩士
2011
博士 x 美國普度大學 機械工程學系
2009
學士 x 國立臺灣大學 農業機械工程學系
著作
期刊論文
2024
2023
2022
Fisheries Research, 274, 106992.
Enhancing machine learning-based age estimation for Pacific bluefin tuna: An approach with data imputation and image augmentation strategies.
Ma, T. H., Chang, Y. J., Shiao, J. C., Jin, C. B., & Kuo, Y. F.
Poultry Science, 102 (12), 103040.
Developing an automatic warning system for anomalous chicken dispersion and movement using deep learning and machine learning.
Chen, B. L., Cheng, T. H., Huang, Y. C., Hsieh, Y. L., Hsu, H. C., Lu, C. Y., M. H., Nien, S. Y., & Kuo, Y. F.
Biosystems Engineering, 221, 224-235.
Automatic measuring shrimp body length using CNN and an underwater imaging system
Lai, P. C., Lin, H. Y., Lin, J. Y., Hsu, H. C., Chu, Y. N., Liou, C. H., & Kuo, Y. F.
Ecological Informatics, 101513.
Identifying Fagaceae and Lauraceae species using leaf images and convolutional neural networks
Wu, T. Y., Yeh, K. T., Hsu, H. C., Yang, C. K., Tsai, M. J., & Kuo, Y. F.
Computers and Electronics in Agricultures, 202, 107365.
Identifying tomato leaf diseases under real field conditions using convolutional neural networks and a chatbot.
Cheng, H. H., Dai, Y. L., Lin, Y., Hsu, H. C., Lin, C. P., Huang, J. H., ... & Kuo, Y. F.
研討會論文
2024
@2024 American Society of Agricultural and Biological Engineers Annual International Meeting
Observing Behaviors of Weaning Piglets in Nursery House Using Convolutional Neural Networks.
Hsieh, P. C., Lin, E. C., & Kuo, Y. F.
@2024 American Society of Agricultural and Biological Engineers Annual International Meeting
Quantifying Feeding-related Characteristic of Shrimp Using Deep Learning.
Lee, C. C., Chu, Y. N., & Kuo, Y. F.
@2024 American Society of Agricultural and Biological Engineers Annual International Meeting
Automated Identification of Tomato Pests, Diseases, and Disorders Using Convolutional Neural Networks.
Lin, Y., Gao, W. C., Lin, C. P., Tsai, H. J., Chen, Y. J., & Kuo, Y. F.
@2024 Commission Internationale du Génie Rural World Congress
A lameness detection system by tracking leg keypoints of pigs using CNN.
Chiang, C. E., Huang, H. H., Lin, E. C., & Kuo, Y. F.
@2024 Commission Internationale du Génie Rural World Congress
Gourd Pests, Diseases, and Disorders Identification Using Deep Learning and LINE Bot.
Yen, W. F., Gao, W. C., Dai, Y. L., Lin, C. P., & Kuo, Y. F.
@2024 Commission Internationale du Génie Rural World Congress
Automatic Crop Identification Using Farmland Images and Deep Learning.
Tsai, Jonas, Tsai, Y. C., Liu, L. Y., & Kuo, Y. F.
@2024 Commission Internationale du Génie Rural World Congress
Wood identification using cross-section images and convolutional neural networks.
Lai, S. C., Lee, C. M., & Kuo, Y. F.
@2024 Commission Internationale du Génie Rural World Congress
Edge Solution for Automatically Monitoring the Dispersion and Movement of Chicken Flocks Using Machine Vision.
Hsieh, Y. L., & Kuo, Y. F.
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