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Personal profile

Research Interests

Functional Brain Mapping, Brain Signal Processing, Computer Vision

Experience

1. Chairman, Electrical Engineering and Computer Science Undergraduate Honors Program, National Chiao Tung University, Sep. 2017 –
2. Professor, Dept. Computer Science, National Chiao Tung University, Aug. 2017 -
3. Fulbright Visiting Scholar, Swartz Center for Computational Neuroscience, UCSD, Aug. 2013 - Jul. 2014.
4. Deputy Director of Electrical Engineering and Computer Science Undergraduate Honors Program, National Chiao Tung University, Aug. 2011- Jul. 2013.
5. Associate Professor, Dept. Computer Science, National Chiao Tung University, Aug. 2010 – Jul. 2017.
6. Deputy Director of Computer Vision Research Center, National Chiao Tung University, May 2005 -
7. Assistant Professor, Dept. Computer Science, National Chiao Tung University, Feb. 2003 - Jul. 2010.
8. Postdoc, Integrated Brain Research Laboratory, Taipei Veterans General Hospital, Mar. 2002 - Jan. 2003.
9. Adjunct Instructor, Department of Economics, National Taiwan University, Sep. 2001 - Jan. 2003.
10. Postdoc, Institute of Information Science, Academia Sinica, Jun. 2001 - Feb. 2002.
11. Research Assistant, Institute of Information Science, Academia Sinica, Oct. 1995 - Jun. 2001.

Education/Academic qualification

PhD, National Taiwan University

External positions

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Projects

Reconstruction of Image and Audio Stimuli from Brain Responses

Chen, Y.

1/08/2031/07/21

Project: Government MinistryMinistry of Science and Technology

Neural Decoding of Emotion Expression and Understanding During Speech Communication

Chen, Y.

1/06/2030/06/21

Project: Government MinistryMinistry of Science and Technology

Reconstruction of Image and Audio Stimuli from Brain Responses

Chen, Y.

1/08/2131/07/22

Project: Government MinistryMinistry of Science and Technology

Reconstruction of Image and Audio Stimuli from Brain Responses

Chen, Y.

1/08/1931/07/20

Project: Government MinistryMinistry of Science and Technology

Neural Decoding of Emotion Expression and Understanding During Speech Communication

Chen, Y.

1/06/1930/06/20

Project: Government MinistryMinistry of Science and Technology

Research Output

FADE: Feature Aggregation for Depth Estimation with Multi-View Stereo

Yang, H. C., Chen, P. H., Chen, K. W., Lee, C. Y. & Chen, Y-S., 2020, In : IEEE Transactions on Image Processing. 29, p. 6590-6600 11 p., 9099063.

Research output: Contribution to journalArticle

  • MVSNet++: Learning Depth-Based Attention Pyramid Features for Multi-View Stereo

    Chen, P. H., Yang, H. C., Chen, K-W. & Chen, Y-S., 12 Jun 2020, In : IEEE Transactions on Image Processing. 29, p. 7261-7273 13 p., 9115828.

    Research output: Contribution to journalArticle

  • Assessment of Quantitative Magnetoencephalography using Cross-frequency Phase-phase Coupling

    Lee, P. S., Chen, Y-S., Chan, H. L. & Chen, L. F., 31 Jan 2019, 2018 IEEE 23rd International Conference on Digital Signal Processing, DSP 2018. Institute of Electrical and Electronics Engineers Inc., 8631615. (International Conference on Digital Signal Processing, DSP; vol. 2018-November).

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

  • Automatic co-registration of MEG-MRI data using multiple RGB-D cameras

    Lin, S. Y., Cheng, C. H., Chen, L. F. & Chen, Y-S., 1 Jan 2019, International Conference on Biomedical and Health Informatics - ICBHI 2015. Zhang, Y-T., Carvalho, P. & Magjarevic, R. (eds.). Springer Verlag, p. 187-192 6 p. (IFMBE Proceedings; vol. 64).

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

  • Beamformer Source Estimation Improves Accuracy of Motor-Imagery-based Brain Computer Interface

    Chan, H. L., Wang, J. W. & Chen, Y-S., 31 Jan 2019, 2018 IEEE 23rd International Conference on Digital Signal Processing, DSP 2018. Institute of Electrical and Electronics Engineers Inc., 8631798. (International Conference on Digital Signal Processing, DSP; vol. 2018-November).

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