Journal articles: 〔期刊論文〕
  1. D.S.M. Liu and Y.Y. Gao, Activity recognition using blending template for dynamic time warping, Signal Processing: Image Communication, vol. 138, October 2025. https://doi.org/10.1016/j.image.2025.117355 (SCI, EI)

  2. D.S.M. Liu and S.J. Wu, Light direction estimation and hand touchable interaction for augmented reality, Virtual Reality, vol. 26, no. 3, pp. 1155-1172, September 2022. https://doi.org/10.1007/s10055-022-00624-8 (SCI, EI)

  3. D.S.M. Liu and N. Tu, Video cloning for paintings via artistic style transfer, Signal, Image and Video Processing, vol. 15, no. 1, pp. 111-119, February 2021. https://doi.org/10.1007/s11760-020-01730-3 (SCI, EI)

  4. D.S.M. Liu, C.I. Cheng, and M.L. Liu, Animating characters in Chinese painting using two-dimensional skeleton-based deformation, Multimedia Tools and Applications, vol. 79, no. 27, pp. 20343-20371, July 2020. https://doi.org/10.1007/s11042-020-08842-5 (SCI, EI)

  5. D.S.M. Liu and Y.J. Chen, Rain removal system for dynamic scene in diminished reality, Signal, Image and Video Processing, vol. 14, no. 5, pp. 945-953, July 2020. https://doi.org/10.1007/s11760-019-01626-x (SCI, EI)

  6. C.I. Cheng, D.S.M. Liu, and C.C.H. Lin, A digital tutor for learning fashion design, Multimedia Tools and Applications, vol. 74, no. 21, pp. 9339-9364, November 2015. https://doi.org/10.1007/s11042-014-2084-1 (SCI, EI)

  7. D.S.M. Liu, C.H. Yung, and C.H. Chung, Developing physics simulation in augmented reality, International Journal of Virtual Reality, vol. 11, no. 2, pp. 45-52, April 2012.

  8. C.I. Cheng and D.S.M. Liu, Mobile fashion advisor - a novel application in ubiquitous society, special issue on "Future Generation Smart Space", International Journal of Smart Home, vol. 2, no. 2, pp. 59-76, April 2008.

  9. S.S. Hung and D.S.M. Liu, A user-oriented ontology-based approach for network intrusion detection, Computer Standards and Interfaces, vol. 30, no. 1-2, pp. 78-88, January 2008. (SCI, EI)

  10. D.S.M. Liu, Grid-enabled visualization of large datasets, Journal of Information Technology and Applications, vol. 2, no. 3, pp. 117-124, December 2007.

  11. S.S. Hung and D.S.M. Liu, Efficient reduction of access latency through object correlations in virtual environments, EURASIP Journal on Advances in Signal Processing, special issue on "Knowledge-Assisted Media Analysis for Interactive Multimedia Applications", vol. 2007, Article ID 10289, 19 pages, May 2007. (SCI, EI)

  12. S.S. Hung and D.S.M. Liu, Using prefetching to improve walkthrough latency, Computer Animation and Virtual Worlds Journal, vol. 17, no. 3-4, pp. 469-478, July 2006. (SCI, EI)

  13. S.S. Hung, T.C. Kuo, and D.S.M. Liu, An efficient clustering algorithm for patterns placement in walkthrough system, International Journal of Intelligent Manufacturing, special issue on real-world applications of data mining, vol. 16, no. 6, pp. 587-597, December 2005. (SCI, EI)

  14. D. Liu, M. Burgin, W. Karplus, and D. Valentino, Large-scale flow field visualization for aneurysm treatment, ACM SIGAPP Applied Computing Review, vol. 9, no. 1, pp. 3-7, Spring 2001.

Peer-reviewed conference papers: 〔國際會議論文〕

  1. D.S.M. Liu and S.H. Yang, Building recognition from architectural photos collection, Proceedings of International Conference on Technology, Engineering, Science, and Applications, Fukuoka, Japan, pp. 13-34, April 2019. (Distinguished Paper Award Winner) (Received MOST Travel Grant Award) 獲頒傑出論文獎•科技部：補助國內專家學者出席國際學術會議

  2. D.S.M. Liu and W.L. Ting, Kinect-based training assistant for basketball dribbling, Proceedings of International Conference on Engineering, Science and Applications, Tokyo, Japan, August 2018. (Distinguished Paper Award Winner) (Received MOST Travel Grant Award) 獲頒傑出論文獎•科技部：補助國內專家學者出席國際學術會議

  3. D.S.M. Liu and F.Y. Lin, Exemplar-based human facial features cloning, Proceedings of the 15th IAPR International Conference on Machine Vision Applications, Nagoya, Japan, pp. 364-367, May 2017. (Received MOST Travel Grant Award) 科技部：補助國內專家學者出席國際學術會議

  4. D.S.M. Liu and C.M. Tan, Visibility preprocessing suitable for virtual reality sound propagation with a moving receiver and multiple sources, Workshop on Hot Topics in 3D, Proceedings of IEEE International Conference on Multimedia and Expo, Seattle, Washington, July 2016. (Received MOST Travel Grant Award) 科技部：補助國內專家學者出席國際學術會議

  5. D.S.M. Liu and C.W. Huang, Exploring spatial and temporal coherence to strengthen seam carving in video retargeting, Proceedings of the 29th International Conference on Computer Animation and Social Agents, Geneva, Switzerland, pp. 169-172, May 2016. (Received MOST Travel Grant Award) 科技部：補助國內專家學者出席國際學術會議

  6. D.S.M. Liu and C.C. Huang, Optimizing aesthetic-based photo retargeting, Springer-Verlag Lecture Notes in Computer Science, vol. 9317, eds. Y. Chen et al, pp. 1-20. The 13th International Symposium on Smart Graphics, Chengdu, China, August 2015. (SCI, EI) (Received MOST Travel Grant Award) 科技部：補助國內專家學者出席國際學術會議

  7. D.S.M. Liu and T.L. Chang, Interactive guidance and navigation for facilitating image-based 3D modeling, Proceedings of the 22nd International Conference in Central Europe on Computer Graphics, Visualization and Computer Vision, Plzen, Czech Republic, June 2014. (Received NSC Travel Grant Award) 國科會：補助國內專家學者出席國際學術會議

  8. D.S.M. Liu and C.W. Hsu, Ray-tracing based interactive camera simulation, Proceedings of the 13th IAPR International Conference on Machine Vision Applications, Kyoto, Japan, pp. 383-386, May 2013. (Received NSC Travel Grant Award) 國科會：補助國內專家學者出席國際學術會議

  9. D.S.M. Liu and T.W. Cheng, Physics models for simulating contact sound, Proceedings of the 25th International Conference on Computer Animation and Social Agents, Singapore, May 2012. (Received NSC Travel Grant Award) 國科會：補助國內專家學者出席國際學術會議

  10. D.S.M. Liu, T.W. Cheng, and Y.C. Hsieh, Synthesizing physics-based vortex and collision sound in virtual reality, Springer-Verlag Lecture Notes in Computer Science, vol. 6939, eds. G. Bebis et al, pp. 190-198. The 7th International Symposium on Visual Computing, Las Vegas, Nevada, September 2011.(SCI, EI)

  11. D.S.M. Liu, C.I. Cheng, and C.H. Liu, Using mobile device for remote image-based walkthrough, Springer-Verlag Lecture Notes in Computer Science, pp. 261-268. IADIS International Conference on Web Virtual Reality and Three-Dimensional Worlds, Freiburg, Germany, July 2010. (SCI, EI) (Outstanding Paper Award Winner) (Received MOE Student Travel Grant Award) 獲頒傑出論文獎•教育部：補助國內研究生出席國際學術會議

  12. C.I. Cheng, D.S.M. Liu, and L.T. Chen, Incorporating semantics into an intelligent clothes search system using ontology, Springer-Verlag Lecture Notes: Communications in Computer and Information Science, eds. F. Zavoral et al, pp. 467-472. The Second International Conference on Networked Digital Technologies, Prague, Czech Republic, July 2010. (Received NSC Student Travel Grant Award) 國科會：補助國內研究生出席國際學術會議

  13. D.S.M. Liu, C.H. Yung, and C.H. Chung, A cross-platform framework for physics-based collaborative augmented reality, Springer-Verlag Lecture Notes in Computer Science, vol. 6133, eds. R. Taylor, P. Boulanger, A. Kruger, and P. Olivier, pp. 80-90. The 10th International Symposium on Smart Graphics, Banff, Canada, June 2010. (SCI) (Received NSC Travel Grant Award) 國科會：補助國內專家學者出席國際學術會議

  14. C.I. Cheng, D.S.M. Liu, C.H. Tsai, and L.T. Chen, A 3D virtual show room for online apparel retail shop, Proceedings of the 2009 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, Sapporo, Japan, pp. 193-199, October 2009.

  15. D.S.M. Liu, C.H. Liu, and C.I. Cheng, Two-dimensional non-photorealistic drawings on mobile devices, Proceedings of the 24th ACM Symposium on Applied Computing (Multimedia and Visualization Track), Honolulu, Hawaii, pp. 1202-1203, March 2009. (EI) (Received NSC Travel Grant Award) 國科會：補助國內專家學者出席國際學術會議

  16. C.I. Cheng and D.S.M. Liu, An intelligent clothes search system based on fashion styles, Proceedings of International Conference on Machine Learning and Cybernetics, Kunming, China, pp. 1592-1597, July 2008. (EI) (Received NSC Travel Grant Award) 國科會：補助國內專家學者出席國際學術會議

  17. C.M. Chiu, M.Y. Chang, C.S. Tsai, and D.S.M. Liu, Interactive visualization of open water using hybrid wave model in Oceanaut arcade game, Poster Proceedings of IEEE Pacific Visualization Symposium, Kyoto, Japan, pp. 23-24, March 2008.

  18. C.I. Cheng and D.S.M. Liu, Discovering dressing knowledge for an intelligent dressing advising system, Proceedings of the 4th International Conference on Fuzzy Systems and Knowledge Discovery, Haikou, China, vol. 4, pp. 339-343, August 2007. (EI)

  19. C.C. Chiang, Y.H. Hseuh, and D.S.M. Liu, Real-time image-based stylistic rendering using graphics hardware acceleration, Proceedings of the IEEE Symposium Series on Computational Intelligence (Computational Intelligence in Image and Signal Processing), Honolulu, Hawaii, pp. 438-443, April 2007. (Received NSC Travel Grant Award) 國科會：補助國內專家學者出席國際學術會議

  20. H.J. Chen and D.S.M. Liu, An efficient data management scheme based on spatial and temporal characteristics in virtual environments, Proceedings of the IEEE Symposium Series on Computational Intelligence (Computational Intelligence and Data Mining), Honolulu, Hawaii, pp. 269-274, April 2007.

  21. C.C. Chen and D.S.M. Liu, Use of hardware z-buffered rasterization to accelerate ray tracing, Proceedings of the 22nd Annual ACM Symposium on Applied Computing, Seoul, Korea, pp. 1046-1050, March 2007. (EI) (Received NSC Student Travel Grant Award) 國科會：補助國內研究生出席國際學術會議

  22. S.S. Hung and D.S.M. Liu, A framework for knowledge-based management model on decision making, in "Advances in Intelligent Systems Research", Proceedings of the 5th International Conference on Computational Intelligence in Economics and Finance, Kaohsiung, Taiwan, October 2006. (EI)

  23. L.F. Chang and D.S.M. Liu, Deformable object simulation in virtual environment, Proceedings of ACM SIGGRAPH International Conference on Virtual Reality Continuum and Its Applications, Hong Kong, China, pp. 327-330, June 2006. (EI) (Received NSC Travel Grant Award) 國科會：補助國內專家學者出席國際學術會議

  24. C.C. Lin and D.S.M. Liu, An intelligent virtual piano tutor, Proceedings of ACM SIGGRAPH International Conference on Virtual Reality Continuum and Its Applications, Hong Kong, China, pp. 353-356, June 2006. (EI) (Received NSC Student Travel Grant Award) 國科會：補助國內研究生出席國際學術會議

  25. D.S.M. Liu and C.H. Wu, An effective approach for constructing the phylogenetic tree on a Grid-based architecture, Proceedings of the IEEE Fourth Symposium on Bioinformatics and Bioengineering, Taichung, Taiwan, pp. 134-141, IEEE Computer Society Press, May 2004. (EI)

  26. C.H. Kuo and D.S.M. Liu, A dynamic load-balancing approach for efficient remote interactive visualization, Proceedings of the International Conference on Information Technology: Computers and Communications, Las Vegas, Nevada, pp. 598-602, IEEE Computer Society Press, April 2003. (EI) (Received NSC Travel Grant Award) 國科會：補助國內專家學者出席國際學術會議

  27. M. Burgin, D. Liu, and W. Karplus, The problem of time scales in computer visualization, in "Computational Science", Springer-Verlag Lecture Notes in Computer Science, vol. 2074, eds. V.N. Alexandrov, J.J. Dongarra, B.A. Juliano, R.S. Renner, and C.J.K. Tan, pp. 728-737. The 2001 International Conference on Computational Science, San Francisco, California, May 2001. (SCI)

  28. D. Liu, M. Burgin, and W. Karplus, Biology, psychology, and methodology for computer simulation, Proceedings of the 2001 Advanced Simulation Technologies Conference, Seattle, Washington, pp. 119-123, April 2001.

  29. D. Liu and W. Karplus, Data management for exploring complex time-dependent flow datasets, Proceedings of the International Conference on Information Technology: Coding and Computing, Las Vegas, Nevada, pp. 143-147, IEEE Computer Society Press, April 2001. (EI)

  30. M. Burgin, D. Liu, and W. Karplus, Branching computation for visualization in medical systems, Proceedings of the 16th International Conference on Computers and Their Applications, Seattle, Washington, pp. 481-484, March 2001.

  31. D. Liu, M. Burgin, W. Karplus, and D. Valentino, Large-scale flow field visualization for aneurysm treatment, Proceedings of the 16th ACM Symposium on Applied Computing, Las Vegas, Nevada, pp. 68-72, March 2001. (EI)

  32. M. Burgin, D. Liu, and W. Karplus, Parallel processing for branching simulation, Proceedings of the 10th SIAM Conference on Parallel Processing for Scientific Computing, Portsmouth, Virginia, March 2001.

  33. M. Burgin, D. Liu, and W. Karplus, Medical systems and visualization of the process dynamics, Proceedings of the First SIAM Conference on Computational Science and Engineering, Washington D.C., p. 62, September 2000. (Received SIAM Travel Grant Award)

  34. D. Liu, M. Burgin, and W. Karplus, Computer support system for aneurysm treatment, Proceedings of the 13th IEEE Symposium on Computer-Based Medical Systems, Houston, Texas, pp. 13-18, June 2000. (EI)

  35. D. Liu, M. Burgin, and W. Karplus, Branching simulation and prediction, Proceedings of the 2000 Business and Industry Simulation Symposium, Washington D.C., pp. 47-52, April 2000.

  36. S.M. Liu, W.C. Lin, and C.C. Liang, Iterative edge linker with noise removal capability, Proceedings of the 9th International Conference on Pattern Recognition, Rome, Italy, pp. 1120-1122, November 1988. (EI)

Non-refereed conference articles: 〔國內研討會論文〕
  1. Xiang-Zh Yeh and D.S.M. Liu, 基於感測器資料集的動作辨識, Proceedings of the 2019 Computer Graphics Workshop, Taoyuan, Taiwan, June 2019.

  2. Yun-Ya Gao and D.S.M. Liu, 以MetaWear基於Dynamic Time Warping的手勢辨識, Proceedings of the 2019 Computer Graphics Workshop, Taoyuan, Taiwan, June 2019.

  3. S.M. Wang and D.S.M. Liu, 頭戴式顯示器之透明化: 還原虛擬實境玩家的臉部表情, Proceedings of the 2018 Computer Graphics Workshop, Tainan, Taiwan, June 2018.

  4. Y.K. Kuo and D.S.M. Liu, 3D人物模型的風格轉移, Proceedings of the 2018 Computer Graphics Workshop, Tainan, Taiwan, June 2018.

  5. Y.C. Chiu, C.C. Chang, Y.S. Su, H.P. Sun, N. Tu, Y.C. Chen, and D.S.M. Liu, Pottery wheel throwing using Leap Motion controller, Proceedings of the 2013 National Computer Symposium, Taichung, Taiwan, pp. 48-53, December 2013.

  6. C.H. Tseng, C.C. Chiang, and D.S.M. Liu, Comic hair generator, Proceedings of the 2005 Computer Graphics Workshop, Taipei, Taiwan, p. 28, November 2005.

  7. D.S.M. Liu, Y.S. Jeng, and C.H. Tseng, Retrieving 3D shapes with enhanced shape functions, Proceedings of the 2004 Computer Graphics Workshop, Hsinchu, Taiwan, p. 37, July 2004.

  8. W.T. Hu and D.S.M. Liu, 3D mesh simplification based on color and geometry, Proceedings of the 2003 Symposium on Digital Life and Internet Technologies, Tainan, Taiwan, p. 121, September 2003.

  9. T.C. Kao, P.L. Lin, and D.S.M. Liu, Improving walkthrough effectiveness with synthetic traversal paths, Proceedings of the 2003 Computer Graphics Workshop, Hualien, Taiwan, p. 43, August 2003.

  10. C.H. Tseng and D.S.M. Liu, Matching 3D models in spherical box dimension, Proceedings of the 2003 Conference on Computer Vision Graphics and Image Processing, Kinmen, Taiwan, pp. 510-517, August 2003.

  11. W.T. Hu and D.S.M. Liu, Large-scale interactive walkthrough over the Web, Proceedings of the 2002 International Computer Symposium, Hualien, Taiwan, pp. 1537-1544, December 2002.

  12. C.H. Kuo, C.J. Shiu, and D.S.M. Liu, A framework for Web-based scientific visualization, Proceedings of the 2002 Computer Graphics Workshop, Tainan, Taiwan, p. 52, June 2002.

 Book chapters, technical reports, and other publications: 〔專書及專書論文、技術報告及其他〕
  • D.S.M. Liu, C.W. Ao-leong歐陽俊永, 基於深度資訊的台灣手語即時手勢辨識, 影像與識別, vol. 21, no. 1, pp. 52-67, 2015.

  • M. Burgin, W. Karplus, and D. Liu, Distributed computing for localized and multilayer visualizations, arXiv.org e-Print Archive, http://arXiv.org/abs/cs/0111022, November 2001.

  • M. Burgin, W. Karplus, and D. Liu, Multivariant branching prediction, reflection, and retrospection, arXiv.org e-Print Archive, http://arXiv.org/abs/cs/0110048, October 2001.

  • D.S.M. Liu, Data Management for Virtual Reality Visualization of Large Flow Datasets, Ph.D. dissertation, UCLA Computer Science Department, July 2001.

  • M. Burgin, D. Liu, and W. Karplus, Visualization in human-computer interaction, Technical Report No. 010010, UCLA Computer Science Department, July 2001.

  • D. Liu, M. Burgin, and W. Karplus, Computer simulation: theories and models, Technical Report No. 010011, UCLA Computer Science Department, July 2001.

  • D.S.M. Liu, W.J. Karplus, and D.J. Valentino, A framework for the intelligent visualization of large time-dependent flow datasets in medical VR systems, Technical Report No. 970016, UCLA Computer Science Department, May 1997.

  • D.Y. Savio, E.A. Lamagna, and S.M. Liu, Summation of Harmonic numbers, in "Computer and Mathematics", eds. E. Kaltofen and S.M. Watt, pp. 12-20, Springer-Verlag, New York. Computers and Mathematics '89, Massachusetts Institute of Technology, Cambridge, Massachusetts, June 1989.

  • S.M. Liu, Symbolic Expressions for Summations of Harmonic Numbers, Sc.M. thesis, Computer Science Department, Brown University, August 1986.