Minh Hoai Nguyen – Publications

Please cite using M. Hoai for publications in or after 2011 and M.H. Nguyen for publications before 2011. Google Scholar

Referred publications

Shadow Detection with Conditional Generative Adversarial Networks.
Nguyen, V., Vicente, T., Zhao, M., Hoai, M. & Samaras, D. (2015)
Proceedings of International Conference on Computer Vision (ICCV).
Paper Project BibTex.
Latent Bi-constraint SVM for Video-based Object Recognition.
Liu, Y., Hoai, M., Shao, M. & Kim, T-K. (2017)
IEEE Transactions on Circuits and Systems for Video Technology
BibTex.
Large-scale Continual Road Inspection: Visual Infrastructure Assessment in the Wild
Ma, K., Hoai, M., & Samaras, D. (2017)
Proceedings of British Machine Vision Conference (BMVC).
Paper BibTex.
Leave-one-out Kernel Optimization for Shadow Detection and Removal.
Vicente, T.F.Y., Hoai, M., & Samaras, D. (2017)
IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI),
Paper Project BibTex.
X-ray Scattering Image Classification Using Deep Learning.
Wang, B., Yager, K., Yu, D., & Hoai, M. (2017)
Proceedings of Winter Conference on Applications of Computer Vision (WACV).
Paper BibTex.
Learned Region Sparsity and Diversity Also Predict Visual Attention.
Wei, Z., Adeli, H., Hoai, M., Zelinsky, G., & Samaras, D. (2016)
Advances in Neural Information Processing Systems (NIPS).
Paper BibTex.
Large-scale Training of Shadow Detectors with Noisily-Annotated Shadow Examples.
Vicente, T.F.Y., Hou, L., Yu, C.-P., Hoai, M. & Samaras, D. (2016)
Proceedings of European Conference on Computer Vision (ECCV).
Paper Project BibTex.
Region Ranking SVMs for Image Classification.
Wei, Z. & Hoai, M. (2016)
Proceedings of IEEE Conference on Computer Vision and Pattern Recognition (CVPR).
Paper BibTex.
Improving Human Action Recognition by Non-action Classification.
Wang, Y., & Hoai, M. (2016)
Proceedings of IEEE Conference on Computer Vision and Pattern Recognition (CVPR).
Paper Project BibTex.
Noisy Label Recovery for Shadow Detection in Unfamiliar Domains.
Vicente, T.F.Y., Hoai, M., & Samaras, D. (2016)
Proceedings of IEEE Conference on Computer Vision and Pattern Recognition (CVPR).
Paper Project BibTex.
Leave-One-Out Kernel Optimization for Shadow Detection.
Vicente, T.F.Y., Hoai, M., & Samaras, D. (2015)
Proceedings of International Conference on Computer Vision (ICCV).
Paper Project BibTex.
Recognizing Cultural Events in Images: a Study of Image Categorization Models.
Kwon, H., Yun, K., Hoai, M., & Samaras, D. (2015)
Proceedings of CVPR15 ChaLearn Looking at People Workshop and Competitions.
Paper BibTex.
Max-Margin Early Event Detectors.
Hoai, M. & De la Torre, F. (2014)
International Journal of Computer Vision (IJCV), 107(2), 191–202.
Paper Project BibTex.
Learning Discriminative Localization from Weakly Labeled Data.
Hoai, M., Torresani, L., De la Torre, F., & Rother, C. (2014)
Pattern Recognition , 47(3), 1523–1534.
Paper Code Project BibTex.
Structured Prediction for Event Detection.
Hoai, M. & De la Torre, F. (2014)
In Advanced Structured Prediction Method.
Nowozin, S., Gehler, P., Jancsary, J., and Lampert, C. (Eds.), MIT Press.
Paper BibTex.
Talking Heads: Detecting Humans and Recognizing Their Interactions.
Hoai, M. & Zisserman, A. (2014)
Proceedings of IEEE Conference on Computer Vision and Pattern Recognition (CVPR).
Project Software SpotlightVideo Paper Poster BibTex.
Regularized Max Pooling for Image Categorization
Hoai, M. (2014)
Proceedings of British Machine Vision Conference (BMVC).
Paper BibTex.
Action Recognition From Weak Alignment of Body Parts
Hoai, M., Ladicky, L., & Zisserman, A. (2014)
Proceedings of British Machine Vision Conference (BMVC).
Paper BibTex.
Improving Human Action Recognition using Score Distribution and Ranking.
Hoai, M. & Zisserman, A. (2014)
Proceedings of Asian Conference on Computer Vision (ACCV).
Paper BibTex.
Thread-Safe: Towards Recognizing Human Actions Across Shot Boundaries.
Hoai, M. & Zisserman, A. (2014)
Proceedings of Asian Conference on Computer Vision (ACCV).
Paper BibTex.
Discriminative Sub-categorization.
Hoai, M. & Zisserman, A. (2013)
Proceedings of IEEE Conference on Computer Vision and Pattern Recognition (CVPR).
Paper Project Slides Poster Spotlight Code BibTex.
Max-Margin Early Event Detectors.
Hoai, M. & De la Torre, F. (2012)
Proceedings of IEEE Conference on Computer Vision and Pattern Recognition (CVPR).
Paper Project BibTex.
Best Student Paper Award
Maximum Margin Temporal Clustering.
Hoai, M. & De la Torre, F. (2012)
Proceedings of International Conference on Artificial Intelligence and Statistics (AISTATS). Paper BibTex.
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 (CVPR).
Paper BibTex.
Metric Learning for Image Alignment.
Nguyen, M.H. & De la Torre, F. (2010)
International Journal of Computer Vision (IJCV), 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.
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 (CVPR).
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 (ICCV).
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 (NIPS).
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 (CVPR).
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 (CVPR).
Paper BibTex.
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.
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

  • Max-Margin Early Event Detectors, oral presentation, CVPR12. Video

  • Local Minima Free Parameterized Appearance Models, Machine Learning Lunch, CMU. 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, CMU

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

Funding sources