Minh Hoai Nguyen – Publications

Journals

• Metric Learning for Image Alignment.
  Nguyen, M.H. & De la Torre, F. (2010) International Journal of Computer Vision, 88(1), 69–84. Paper Project.

• Optimal Feature Selection for Support Vector Machines.
  Nguyen, M.H. & De la Torre, F. (2010) Pattern Recognition , 43(3), 584–591. Paper Code.

• Image-based Shaving.
  Nguyen, M.H., Lalonde, J.F., Efros, A.A. & De la Torre, F. (2008) Computer Graphics Forum, 27(2), 627–635. Paper Slides Project BibTex.

Referred Conference Papers

• Joint Segmentation and Classification of Human Actions in Video.
  Hoai, M., Lan, Z.-Z., & De la Torre, F. (2011) Proceedings of IEEE Conference on Computer Vision and Pattern Recognition. Paper BibTex.

• Action Unit Detection with Segment-based SVMs.
  Nguyen, M.H., Simon, T., De la Torre, F., & Cohn, J.F. (2010) Proceedings of IEEE Conference on Computer Vision and Pattern Recognition. Paper BibTex.

• Personalized Stress Detection from Physiological Measurements.
  Shi, Y., Nguyen, M.H., Blitz, P., French, B., Fisk, S., De la Torre, F., Smailagic, A. & Siewiorek, D. (2010) International Symposium on Quality of Life Technology. Project

• Weakly Supervised Discriminative Localization and Classification: a Joint Learning Process.
  Nguyen, M.H., Torresani, L., De la Torre, F., & Rother, C. (2009) Proceedings of International Conference on Computer Vision. Paper Poster Project BibTex.

• Detecting Depression from Facial Actions and Vocal Prosody.
  Cohn, J.F., Simon, T., Matthews, I., Yang, Y., Nguyen, M.H., Tejera, M., Zhou, F., & De la Torre, F. (2009) Proceedings of International Conference on Affective Computing & Intelligent Interaction. Paper BibTex.

• Robust Kernel Principal Component Analysis.
  Nguyen, M.H. & De la Torre, F. (2009) Advances in Neural Information Processing Systems 21. Paper Poster Spotlight (slide, audio) BibTex.

• Learning Image Alignment without Local Minima for Face Detection and Tracking.
  Nguyen, M.H. & De la Torre, F. (2008) Proceedings of the 8th IEEE International Conference on Automatic Face and Gesture Recognition. Paper Slides Project BibTex.

• Facial Feature Detection with Optimal Pixel Reduction SVMs.
  Nguyen, M.H. & Perez, J. & De la Torre, F. (2008) Proceedings of the 8th IEEE International Conference on Automatic Face and Gesture Recognition. Paper Slides BibTex.

• Local Minima Free Parameterized Appearance Models.
  Nguyen, M.H. & De la Torre, F. (2008) Proceedings of IEEE Conference on Computer Vision and Pattern Recognition. Paper Project BibTex.

• Parameterized Kernel Principal Component Analysis: Theory and Applications to Supervised and Unsupervised Image Alignment.
  De la Torre, F. & Nguyen, M.H. (2008) Proceedings of IEEE Conference on Computer Vision and Pattern Recognition. Paper BibTex.

• A Flexible Framework for SharedPlans.
  Nguyen, M.H. & Wobcke, W.R. (2006) in Sattar, A. & Kang, B.-H. (Eds) AI 2006: Advances in Artificial Intelligence. Springer-Verlag, Berlin. Paper.

• Towards a General Implementation of SharedPlans.
  Nguyen, M.H. & Wobcke, W.R. (2005) Proceedings of the 3rd Australian Undergraduate Students' Computing Conference. Paper.

• DRT: A Tool for Design Recovery of Interactive Graphical Applications.
  Chan, K., Chen, A., Liang, Z.C.L., Michail, A., Nguyen, M.H., Seow, N.(2003) Proceedings of International Conference on Software Engineering. Paper.

Technical reports & unpublished work

• Weakly supervised discriminative localization and classication: a joint learning process.
  Nguyen, M.H., Torresani, L., De la Torre, F., & Rother, C. (2009) Tech. report CMU-RI-TR-09-29, Robotics Institute, Carnegie Mellon University. Paper.

• Minimal Infrastructure Support for Teams.
  Nguyen, M.H. (2005) Honours Thesis - the University of New South Wales. PDF.

Presentations

• Local Minima Free Parameterized Appearance Models, Machine Learning Lunch, Carnegie Mellon University. Video.

• Learning Image Alignment without Local Minima for Face Detection and Tracking, oral presentation, Face & Gesture 08. Slides Paper .

• Facial Feature Detection with Optimal Pixel Reduction SVMs, oral presentation, Face & Gesture 08. Slides Paper.

• Metric Learning for Image Alignment and Classification, Vision and Autonomous Systems Center (VASC) Seminar, Carnegie Mellon University.

• Image-based Shaving, full paper oral presentation, Eurographics 2008 Slides Paper WWW.