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James Jenn-Jier Lien

Professor

  • 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

以機械視覺檢測運轉中刀具

Lien, J. J.

17-08-01 → 18-07-31

Project: Research project

使用由粗到細最佳化搜尋法搭配分布區域式點取樣的快速剛性模板匹配

Lien, J. J.

16-08-01 → 17-07-31

Project: Research project

人與機器人互動之三: 建立在稀疏梯度點的最大化事後機率之3D立體系統

Lien, J. J.

15-08-01 → 16-07-31

Project: Research project

人與機器人互動之二：使用最佳形狀搜索法與反向合成式動態外觀模型實現人臉特徵點的偵測與追蹤

Lien, J. J.

14-08-01 → 15-07-31

Project: Research project

樂高機器人視覺影像串流前處理：色調重製

Lien, J. J.

13-08-01 → 14-07-31

Project: Research project

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 proceeding › Conference 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 proceeding › Conference 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 proceeding › Conference 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 proceeding › Conference 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 journal › Article

    • 2 Citations (Scopus)