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郭彥甫 Yan-Fu Kuo
Professor, Department of Biomechatronics Engineering, National Taiwan University
Contact number: (02) 33665329
Email: ykuo@ntu.edu.tw
Work Experience
2020-present
Professor
Department of Biomechatronics Engineering,
National Taiwan University
2016-2020
Associate Professor
Department of Biomechatronics Engineering,
National Taiwan University
2011-2016
Assistant Professor
Department of Biomechatronics Engineering,
National Taiwan University
2003-2011
Graduate Assistant
Department of Mechanical Engineering,
Purdue University
2009
Graduate Teaching Assistant
Department of Mechanical Engineering,
Purdue University
2007-2008
Internship Researcher
HP Imaging and Printing Division
Education
2007 to 2008
Master's Degree
Department of Mechanical Engineering,
Purdue University
2011
PhD
Department of Mechanical Engineering,
Purdue University
2009
Bachelor's Degree
Department of Agricultural Mechanical Engineering,
National Taiwan University
Publications
Journal Papers
2022
2023
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.
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.
Biosystems Engineering, 221, 224-235.
Automatic measuring shrimp body length using CNN and an underwater imaging system
Lai, P. C., Lin, H. 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.
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.
Conference Papers
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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