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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
2022
2021
Computers and Electronics in Agriculture, 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.
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 Agriculture, 191, 106540.
Developing a guiding and growth status monitoring system for riding-type tea plucking machine using fully convolutional networks
Lin, Y. K., Chen, S. F., Kuo, Y. F., Liu, T. L., & Lee, S. Y.
Computers and Electronics in Agriculture, 189, 106376.
Automatic monitoring of lactation frequency of sows and movement quantification of newborn piglets in farrowing houses using convolutional neural networks
Ho, K. Y., Tsai, Y. J., & Kuo, Y. F.
Frontiers in Plant Science, 12, 622.
Nectar Guide Patterns on Developmentally Homologous Regions of the Subtribe Ligeriinae (Gesneriaceae)
Hsu, H. C., & Kuo, Y. F.
研討會論文
2022
@2022 Commission Internationale du Génie Rural World Congress
Automatically Detecting Scale Insects Using Deep Convolutional Neural Network
Kuo, T. C., Chen, S. P., & Kuo, Y. F.
@2022 Commission Internationale du Génie Rural World Congress
Quantifying Virus Resistance Level of Plants Using Convolutional Neural Network
Hsieh, F. C., Lin, M. J., & Kuo, Y. F.
@2022 Commission Internationale du Génie Rural World Congress
Strawberry Diseases and Pests Identification Using Convolutional Neural Networks and LINE Bot
Chiu, T. W., Wu, H. Y., Lai, Q. J., Chung, P. C., & Kuo, Y. F.
@2022 Commission Internationale du Génie Rural World Congress
Development of Embedded System for Chicken Monitoring Using Deep Learning
Cheng, T. H., Chen, B. L., & Kuo, Y. F.
@2022 Commission Internationale du Génie Rural World Congress
Identifying Tomato Pests and Diseases in Fields Through LINE Bot and Deep Learning
Lin, Y., Dai, Y. L., Lin, C. P., Huang, J. H., & Kuo, Y. F.
@2022 Commission Internationale du Génie Rural World Congress
Early Warning System for Monitoring Chicken Using Convolutional Neural Networks
Chen, B. L., & Kuo, Y. F.
@2022 Commission Internationale du Génie Rural World Congress
Identifying Damaged Native Chicken Carcasses for Automatic Graded Using Deep Learning
Lai, P. C., & Kuo, Y. F.
@2022 Commission Internationale du Génie Rural World Congress
Designing an Autonomous Cruising Robot in Commercial Chicken Farm
Yeh, Y. H., & Kuo, Y. F.
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