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主要經歷
教授 x 國立臺灣大學 生物機電工程學系
2020年至今
國立臺灣大學 生物機電工程學系 x 副教授
2016至2020
助理教授 x 國立臺灣大學 生物機電工程學系
2011至2016
美國普度大學 機械工程學系 x 研究生助理
2003至2011
研究生助教 x 美國普度大學 機械工程學系
2009
美國惠普公司 影像與印刷事業部 x 實習研究員
2007至2008
學歷
博士 x 美國普度大學 機械工程學系
2011
美國普度大學 機械工程學系 x 碩士
2007至2008
學士 x 國立臺灣大學 農業機械工程學系
2009
著作
期刊論文
2022
2021
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
2021
2019
@ 2021 American Society of Agricultural and Biological Engineers Annual International Meeting
Identifying tomato diseases from leave images using deep convolutional neural networks.
Cheng, H. H., Dai, Y. L., Lin, C. P., Huang, J. H., Chen, S. F., & Kuo, Y. F.
@2019 American Society of Agricultural and Biological Engineers Annual International Meeting
Detecting and counting harvested fish and measuring fish body lengths in video using deep learning methods.
Tseng, C. H., & Kuo, Y. F.
@2019 American Society of Agricultural and Biological Engineers Annual International Meeting
Identifying species of common sea fish harvested by longliner using deep convolutional neural networks.
Lu, Y. C., & Kuo, Y. F.
@2019 American Society of Agricultural and Biological Engineers Annual International Meeting
Monitoring growth rate of lettuce using deep convolutional neural networks.
Lu, J. Y., Chang, C. L., & Kuo, Y. F.
@2019 American Society of Agricultural and Biological Engineers Annual International Meeting
Determining the body condition scores of sows using convolutional neural networks.
Huang M. H., Lin, E. C., & Kuo, Y. F.
@2019 American Society of Agricultural and Biological Engineers Annual International Meeting
Counting bacterial colony on agar plates using deep convolutional neural network.
Lin, H. Y., Chen, S. Y., Chung, C. L., & Kuo, Y. F.
@2019 American Society of Agricultural and Biological Engineers Annual International Meeting
Identifying and localizing the disease spots of late blight on tomato leaves using deep convolutional neural networks.
Cheng, H. H., Ke, Y. L., Lin, C. P., Huang, J. H., Chen, S. F., & Kuo, Y. F.
@2019 American Society of Agricultural and Biological Engineers Annual International Meeting
Estimating shrimp body length using deep convolutional neural network.
Lin, H. Y., Lee, H. C., Ng, W. L., Pai, J. N., Chu, Y. N., Liou, C. H.,
Liao, K. C., & Kuo, Y. F.
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