Projects per year
Personal profile
Education
- 1998 PhD, Electrical and Computer Engineering (ECE), University of Pittsburgh.
Research Interests
- 3D Automatic Optical Inspection
- Artificial Intelligence, Machine Learning and Deep Learning
- Embedded Computer Vision System
- Human-Computer Interaction and Augmented Reality
- Image Processing, 3D Computer Vision and Pattern Recognition
- Intelligent Robot Arm and Automation
- Intelligent Video Surveillance as a Service (VSaaS, Cloud Computing)
Experience
- 1993/01~1993/08 Engineer, Surface Systems, Inc. R&D, USA.
- 1995/05~1998/04 DARPA and NIMH Project Research Assistant, Robotics Institute, School of Computer Science, Carnegie Mellon University, USA.
- 1998/05~1998/12 DARPA and NIMH Project Research Scientist, Robotics Institute, School of Computer Science, Carnegie Mellon University, USA.
- 1999/01~2002/07 DARPA Surveillance Project Lead at R&D, L1-Identity Corporation, USA.
- 2002/08~present Assistant Professor; Associate Professor; Professor, Department of Computer Science and Information Engineering, National Cheng Kung University
- 2015/08~present Associate Chair; Director, Department of Computer Science and Information Engineering; Institute of Manufacturing Information and System, National Cheng Kung University
- 2017/02~present Engineers Deputy Secretary-general, Chinese Institute of Automation
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
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Collaborations and top research areas from the last five years
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Projects
- 30 Finished
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Vi Sual-Guided Robot Arm Grasping System Using Self-Supervised Deep Reinforcement Learning
22-08-01 → 23-07-31
Project: Research project
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Visual-Guided Robot Arm Calibration and Control Using Deep Learning
18-08-01 → 19-07-31
Project: Research project
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Cascaded Segmentation U-Net for Quality Evaluation of Scraping Workpiece
Yin, H. C. & Lien, J. J. J., 2023 Jan, In: Sensors. 23, 2, 998.Research output: Contribution to journal › Article › peer-review
Open Access -
Defect Inspection Using Modified YoloV4 on a Stitched Image of a Spinning Tool
Lin, B. H., Chen, J. C. & Lien, J. J. J., 2023 May, In: Sensors. 23, 9, 4476.Research output: Contribution to journal › Article › peer-review
Open Access1 Citation (Scopus) -
Improving puncture accuracy in percutaneous CT-guided needle insertion with wireless inertial measurement unit: a phantom study
Lin, C. Y., Tang, W. R., Chiang, P. C., Lien, J. J. J., Tseng, P. Y., Liu, Y. S., Chang, C. C. & Tseng, Y. L., 2023 May, In: European Radiology. 33, 5, p. 3156-3164 9 p.Research output: Contribution to journal › Article › peer-review
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Nut Geometry Inspection Using Improved Hough Line and Circle Methods
Lin, E. Y., Tu, C. T. & Lien, J. J. J., 2023 Apr, In: Sensors. 23, 8, 3961.Research output: Contribution to journal › Article › peer-review
Open Access1 Citation (Scopus) -
Personalized smile synthesis using attention-guided global parametric model and local non-parametric model
Tu, C. T., Hsieh, S. H., Chen, K. L. & Lien, J. J. J., 2023 Jun, In: Multimedia Tools and Applications. 82, 14, p. 21585-21609 25 p.Research output: Contribution to journal › Article › peer-review