Biography

Prof. Mu-Chun Su
Department of Computer Science and Information Engineering
National Central University, Chinese Taipei


Email:[email protected]


Qualifications
1993 Ph.D., University of Maryland, Dept. of Electrical Engineering
1990 M.S., University of Maryland,  Dept. of Electrical Engineering

1986 B.S., National Chiao Tung University, Dept. of Electronics Engineering


Publications (selected)

  1. Chen, J. H., Su, M. C., Chen, C. H., et al. (2025). U-Net Enhanced Depth Sensing Detection on Earthwork Management. Journal of Infrastructure Systems, 31(4), 04025029.
  2. Chen, J. H., Su, M. C., Eklou, J. R., et al. (2025). Enhancing Efficiency of Handling Illegal Constructions Using the SOMCM Algorithm: A Case Study in Taipei. Journal of Constructed Facilities, 39(6), 04025059.
  3. Su, M. C., Chen, J. H., Arifai, A. M., et al. (2025). Smart Tournament Scheduling Using a POX-Heuristic Genetic Algorithm. International Journal of Information Technology & Decision Making, 24(06), 1613-1629.
  4. Chen, J. H., Su, M. C., Lin, W. J., et al. (2026). Establishing smart system for building operation and maintenance using SOMCM algorithm. Engineering Construction and Architectural Management, 33(5), 3975-3995.
  5. Chen, J. H., Su, M. C., Yeh, M. F., et al. (2025). Predicting and regulating potential zone for heavy metal re-contaminated farmland: Case study in Taiwan. Environmental Development, 54, 101147.
  6. Chen, J. H., Su, M. C., Lin, S., et al. (2025). EVALUATING COMPLEXITY OF CONSTRUCTION PRECAST COMPONENT: EMPIRICAL STUDY IN TAIWAN. Journal of Civil Engineering and Management, 31(3), 266-280.
  7. Hsieh, Y. Z., Lin, J. J., Su, M. C., et al. (2025). Strumming in the Metaverse: A Deep-Learning-Enabled Virtual Air Guitar System in VR With Enhanced Chord Recognition and Simulated Pedal Effects. IEEE Transactions on Multimedia, 27, 4480-4493.
  8. Chen, J. H., Su, M. C., Yu, T., et al. (2024). Developing Rules for Rental Subsidy: An Empirical Housing Study in Taiwan. Journal of Urban Planning and Development, 150(4), 05024035.
  9. Chen, J. H., Su, M. C., Nguyen, T. T. H., et al. (2024). Establishing automatic coating paths: empirical study for steel component production. Proceedings of the Institution of Civil Engineers-Structures and Buildings, 178(1), 94-104.
  10. Su, M. C., Chen, J. H., Hsieh, Y. Z., et al. (2024). Enhancing Detection of Falls and Bed-Falls Using a Depth Sensor and Convolutional Neural Network. IEEE Sensors Journal, 24(14), 23150-23162.
  11. Chen, J. H., Su, M. C., Su, Y. M., et al. (2023). Three-Dimensional Measurement of Fire-Damaged Concrete Crack Development Using X-Ray CT Images. Journal of Performance of Constructed Facilities, 37(6), 04023060.
  12. Chen, J. H., Su, M. C., Lin, S. K., et al. (2023). Smart bridge maintenance using cluster merging algorithm based on self-organizing map optimization. Automation in Construction, 152, 104913.
  13. Chung, C. R., Su, M. C., Lee, S. H., et al. (2022). An Intelligent Motor Assessment Method Utilizing a Bi-Lateral Virtual-Reality Task for Stroke Rehabilitation on Upper Extremity. IEEE Journal of Translational Engineering in Health and Medicine, 10, 2100811.
  14. Su, M. C., Chen, J. H., Utami, A. M., et al. (2022). Dove Swarm Optimization Algorithm. IEEE Access, 10, 46690-46696.
  15. Su, M. C., Cheng, C. T., Chang, M. C., et al. (2021). A Video Analytic In-Class Student Concentration Monitoring System. IEEE Transactions on Consumer Electronics, 67(4), 294-304.
  16. Su, M. C., Tai, P. T., Chen, J. H., et al. (2021). A Projection-Based Human Motion Recognition Algorithm Based on Depth Sensors. IEEE Sensors Journal, 21(15), 16990-16996.
  17. Su, M. C., Chen, J. H., Azzizi, V. T., et al. (2021). Smart training: Mask R-CNN oriented approach. Expert Systems with Applications, 185, 115595.
  18. Chen, J. H., Su, M. C., Azzizi, V. T., et al. (2021). Smart Project Management: Interactive Platform Using Natural Language Processing Technology. Applied Sciences-Basel, 11(4), 1597.
  19. Lee, S. H., Cui, J. J., Liu, L. Z., et al. (2021). An Evidence-Based Intelligent Method for Upper-Limb Motor Assessment via a VR Training System on Stroke Rehabilitation. IEEE Access, 9, 65871-65881.
  20. Su, M. C., Chen, J. H., Arifai, A. M., et al. (2021). Smart Living: An Interactive Control System for Household Appliances. IEEE Access, 9, 14897-14904.
  21. Su, M. C., Hayati, D. W., Tseng, S. W., et al. (2021). Smart Care Using a DNN-Based Approach for Activities of Daily Living (ADL) Recognition. Applied Sciences-Basel, 11(1), 10.
  22. Lin, Y. K., Su, M. C., & Hsieh, Y. Z. (2020). The Application and Improvement of Deep Neural Networks in Environmental Sound Recognition. Applied Sciences-Basel, 10(17), 5965.
  23. Su, M. C., U, T. M., Hsieh, Y. Z., et al. (2020). An Eye-Tracking System based on Inner Corner-Pupil Center Vector and Deep Neural Network. Sensors, 20(1), 25.
  24. Hsieh, Y. Z., Luo, Y. C., Pan, C., et al. (2019). Cerebral Small Vessel Disease Biomarkers Detection on MRI-Sensor-Based Image and Deep Learning. Sensors, 19(11), 2573.
  25. Chen, C. C., Lee, S. H., Wu, C. W., et al. (2019). Correlations between the Improvement-Related Kinematic Changes and Brain Activities Induced by Virtual Reality Based Stroke Rehabilitation. Basic & Clinical Pharmacology & Toxicology, 124, 230-231.


Profile Details

https://cis.ncu.edu.tw/iTeacher/home/0xff0f1e1a0a6b0c1aaef5685c30a04eb0
https://scholar.google.com/citations?user=xN2ArykAAAAJ&hl=en
https://www.researchgate.net/profile/Mu-Chun-Su

WOS ResearcherID: CDY-4248-2022
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