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
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Research output
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A 10-item Fugl-Meyer Motor Scale Based on Machine Learning
Lin, G. H., Huang, C. Y., Lee, S. C., Chen, K. L., Lien, J. J. J., Chen, M. H., Huang, Y. H. & Hsieh, C. L., 2021 Apr 1, In: Physical therapy. 101, 4Research output: Contribution to journal › Article › peer-review
1 Citation (Scopus) -
A PCB alignment system using rst template matching with cuda on embedded gpu board
Le, M. T., Tu, C. T., Guo, S. M. & Lien, J. J. J., 2020 May 1, In: Sensors (Switzerland). 20, 9, 2736.Research output: Contribution to journal › Article › peer-review
Open Access3 Citations (Scopus) -
Defect Detection and Defect Code Decision Using Patch-Based Local-Feature-Guided Multi-Task YOLOv4
Le, P. P., Guo, S. M., Chen, J. C. & Lien, J. J-J., 2020 Nov, International Conference on Automation Technology (Auto). Hualien, TaiwanResearch output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Defect Inspection Using the Modified RetinaNet on Stitching Images of Spinning Tools
Lin, B. H., Tu, C. T., Guo, S. M. & Lien, J. J-J., 2020 Nov, International Conference on Automation Technology (Auto). Hualien, TaiwanResearch output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Embedded-based Robot Arm Grasping Using Deep Features Rotation-Invariant Template Matching
Le, M. T., Tu, C. T. & Lien, J. J-J., 2020 Nov, International Conference on Automation Technology (Auto). Hualien, TaiwanResearch output: Chapter in Book/Report/Conference proceeding › Conference contribution