• 978 Citations
  • 14 h-Index
19982019

Research output per year

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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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Projects

Research Output

Ball-Grid-Array Chip Defects Detection and Classification Using Patch-based Modified YOLOv3

Le, P. P., Guo, S. M., Chen, J. C. & Lien, J. J. J., 2019 Nov, Proceedings - 2019 International Conference on Technologies and Applications of Artificial Intelligence, TAAI 2019. Institute of Electrical and Electronics Engineers Inc., 8959827. (Proceedings - 2019 International Conference on Technologies and Applications of Artificial Intelligence, TAAI 2019).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Embedded-based object matching and robot arm control

    Le, M. T., Li, C. H. G., Guo, S. M. & Lien, J. J. J., 2019 Aug, 2019 IEEE 15th International Conference on Automation Science and Engineering, CASE 2019. IEEE Computer Society, p. 1296-1301 6 p. 8843182. (IEEE International Conference on Automation Science and Engineering; vol. 2019-August).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • 1 Citation (Scopus)

    Visual-Guided Robot Arm Using Multi-Task Faster R-CNN

    Le, P. P., Nguyen, V. T., Guo, S. M., Tu, C. T. & Lien, J. J. J., 2019 Nov, Proceedings - 2019 International Conference on Technologies and Applications of Artificial Intelligence, TAAI 2019. Institute of Electrical and Electronics Engineers Inc., 8959938. (Proceedings - 2019 International Conference on Technologies and Applications of Artificial Intelligence, TAAI 2019).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Visual-guided robot arm using self-supervised deep convolutional neural networks

    Nguyen, V. T., Lin, C., Li, C. H. G., Guo, S. M. & Lien, J. J. J., 2019 Aug, 2019 IEEE 15th International Conference on Automation Science and Engineering, CASE 2019. IEEE Computer Society, p. 1415-1420 6 p. 8842899. (IEEE International Conference on Automation Science and Engineering; vol. 2019-August).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Free-hand sketches for 3D model retrieval using cascaded LSDA

    Tu, C. T., Lin, P. C. & Lien, J. J., 2017 May 1, In : Multimedia Tools and Applications. 76, 9, p. 11669-11685 17 p.

    Research output: Contribution to journalArticle

  • 2 Citations (Scopus)