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 – All

Large scale shadow annotation and detection using lazy annotation and stacked CNNs.
L. Hou, T. F. Y. Vicente, M. Hoai, D. Samaras (2019)
IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI).
BibTex
Sequence-to-Segment Networks for Segment Detection.
Z. Wei, B. Wang, M. Hoai, J. Zhang, Z. Lin, X. Shen, R. Mech, D. Samaras (2019)
IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI).
Paper Poster BibTex
Contextual Attention for Hand Detection in the Wild.
S. Narasimhaswamyy, Z. Wei, Y. Wang, J. Zhang, M. Hoai (2019)
International Conference on Computer Vision (ICCV).
Paper Project BibTex
WorkingHands: A Hand-Tool Assembly Dataset for Image Segmentation and Activity Mining.
R. Shilkrot, S. Narasimhaswamy, S. Vazir, M. Hoai (2019)
Proceedings of British Machine Vision Conference (BMVC).
Paper BibTex
GIF2Video: Color Dequantization and Temporal Interpolation of GIF images.
Y. Wang, H. Huang, C. Wang, T. He, J. Wang, M. Hoai (2019)
IEEE Conference on Computer Vision and Pattern Recognition (CVPR).
Paper Poster BibTex
Benchmarking Gaze Prediction for Categorical Visual Search.
G. Zelinsky, Z. Yang, L. Huang, Y. Chen, S. Ahn, Z. Wei, H. Adeli, D. Samaras, M. Hoai (2019)
CVPR Workshop - Mutual Benefits of Cognitive and Computer Vision.
Paper Project BibTex
Sequence-to-Segment Networks for Segment Detection.
Z. Wei, B. Wang, M. Hoai, J. Zhang, Z. Lin, X. Shen, R. Mech, D. Samaras (2018)
Advances in Neural Information Processing Systems (NeurIPS).
Paper Poster BibTex
Back to the Beginning: Starting Point Detection for Early Recognition of Ongoing Human Actions.
B. Wang, M. Hoai (2018)
Computer Vision and Image Understanding (CVIU), 175, 24–31.
Paper BibTex
Iterative Crowd Counting.
V. Ranjan, H. Le, M. Hoai (2018)
European Conference on Computer Vision (ECCV).
Paper Poster BibTex
A+D Net: Training a Shadow Detector with Adversarial Shadow Attenuation.
H. Le, T. F. Y. Vicente, V. Nguyen, M. Hoai, D. Samaras (2018)
European Conference on Computer Vision (ECCV).
Paper Poster Project Demo Demovideo BibTex
Pulling Actions out of Context: Explicit Separation for Effective Combination.
Y. Wang, M. Hoai (2018)
IEEE Conference on Computer Vision and Pattern Recognition (CVPR).
Paper Poster Project BibTex
Good View Hunting: Learning Photo Composition from 1 Million View Pairs.
Z. Wei, J. Zhang, M. Hoai, X. Shen, Z. Lin, R. Mech, D. Samaras (2018)
IEEE Conference on Computer Vision and Pattern Recognition (CVPR).
Paper Poster BibTex
Predicting Body Movement and Recognizing Actions: an Integrated Framework for Mutual Benefits.
B. Wang, M. Hoai (2018)
International Conference on Automatic Face and Gesture Recognition (FG).
Paper Poster BibTex
Eigen-Evolution Dense Trajectory Descriptors.
Y. Wang, V. Tran, M. Hoai (2018)
International Conference on Automatic Face and Gesture Recognition (FG).
Paper Poster Spotlight BibTex
Leave-one-out Kernel Optimization for Shadow Detection and Removal.
T. F. Y. Vicente, M. Hoai, D. Samaras (2018)
IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI), 40(3), 682–695.
Paper Project BibTex
Large-scale Continual Road Inspection: Visual Infrastructure Assessment in the Wild.
K. Ma, M. Hoai, D. Samaras (2017)
Proceedings of British Machine Vision Conference (BMVC).
Paper BibTex
Shadow Detection with Conditional Generative Adversarial Networks.
V. Nguyen, T. F. Y. Vicente, M. Zhao, M. Hoai, D. Samaras (2017)
International Conference on Computer Vision (ICCV).
Paper Project BibTex
Latent Bi-constraint SVM for Video-based Object Recognition.
Y. Liu, M. Hoai, M. Shao, T. Kim (2017)
IEEE Transactions on Circuits and Systems for Video Technology, 28(10), 3044–3052.
BibTex
X-ray Scattering Image Classification Using Deep Learning.
B. Wang, K. Yager, D. Yu, M. Hoai (2017)
Proceedings of Winter Conference on Applications of Computer Vision.
Paper BibTex
Learned Region Sparsity and Diversity Also Predict Visual Attention.
Z. Wei, H. Adeli, M. Hoai, G. Zelinsky, D. Samaras (2016)
Advances in Neural Information Processing Systems (NIPS).
Paper BibTex
Large-scale Training of Shadow Detectors with Noisily-Annotated Shadow Examples.
T. F. Y. Vicente, L. Hou, C. Yu, M. Hoai, D. Samaras (2016)
European Conference on Computer Vision (ECCV).
Paper Project BibTex
Noisy Label Recovery for Shadow Detection in Unfamiliar Domains.
T. F. Y. Vicente, M. Hoai, D. Samaras (2016)
IEEE Conference on Computer Vision and Pattern Recognition (CVPR).
Paper Project BibTex
Improving Human Action Recognition by Non-action Classification.
Y. Wang, M. Hoai (2016)
IEEE Conference on Computer Vision and Pattern Recognition (CVPR).
Paper Project BibTex
Region Ranking SVMs for Image Classification.
Z. Wei, M. Hoai (2016)
IEEE Conference on Computer Vision and Pattern Recognition (CVPR).
Paper BibTex
Leave-One-Out Kernel Optimization for Shadow Detection.
T. F. Y. Vicente, M. Hoai, D. Samaras (2015)
IEEE Conference on Computer Vision and Pattern Recognition (CVPR).
Paper BibTex
Improving Human Action Recognition using Score Distribution and Ranking.
M. Hoai, A. Zisserman (2014)
Asian Conference on Computer Vision (ACCV).
Paper BibTex
Thread-Safe: Towards Recognizing Human Actions Across Shot Boundaries.
M. Hoai, A. Zisserman (2014)
Asian Conference on Computer Vision (ACCV).
Paper BibTex
Recognizing Cultural Events in Images: a Study of Image Categorization Models.
H. Kwon, K. Yun, M. Hoai, D. Samaras (2015)
Proceedings of ChaLearn Looking at People Workshop and Competitions.
Paper BibTex
Talking Heads: Detecting Humans and Recognizing Their Interactions.
M. Hoai, A. Zisserman (2014)
IEEE Conference on Computer Vision and Pattern Recognition (CVPR).
Paper Poster Project Spotlight BibTex
Regularized Max Pooling for Image Categorization.
M. Hoai (2014)
Proceedings of British Machine Vision Conference (BMVC).
Paper BibTex
Action Recognition From Weak Alignment of Body Parts.
M. Hoai, L. Ladicky, A. Zisserman (2014)
Proceedings of British Machine Vision Conference (BMVC).
Paper BibTex
Max-Margin Early Event Detectors.
M. Hoai, F. De la Torre (2014)
International Journal of Computer Vision (IJCV), 107(2), 191–202.
Paper Project BibTex
Structured Prediction for Event Detection.
M. Hoai, F. De la Torre (2014)
Advanced Structured Prediction.
Nowozin, S. and Gehler, P. and Jancsary, J. and and Lampert, C. (Eds.), MIT Press, Cambridge, MAPaper BibTex
Learning Discriminative Localization from Weakly Labeled Data.
M. Hoai, L. Torresani, F. De la Torre, C. Rother (2014)
Pattern Recognition (PR), 47(3), 1523–1534.
Paper Project Project Code BibTex
Discriminative Sub-categorization.
M. Hoai, A. Zisserman (2013)
IEEE Conference on Computer Vision and Pattern Recognition (CVPR).
Paper Poster Slides Project Spotlight Code BibTex
Max-Margin Early Event Detectors.
M. Hoai, F. De la Torre (2012)
IEEE Conference on Computer Vision and Pattern Recognition (CVPR).
Paper Project BibTex
Best Student Paper Award
Maximum Margin Temporal Clustering.
M. Hoai, F. De la Torre (2012)
Proceedings of International Conference on Artificial Intelligence and Statistics.
Paper BibTex
Joint Segmentation and Classification of Human Actions in Video.
M. Hoai, Z. Lan, F. De la Torre (2011)
IEEE Conference on Computer Vision and Pattern Recognition (CVPR).
Paper BibTex
Action Unit Detection with Segment-based SVMs.
M. H. Nguyen, T. Simon, F. De la Torre, J. Cohn (2010)
IEEE Conference on Computer Vision and Pattern Recognition (CVPR).
Paper BibTex
Optimal Feature Selection for Support Vector Machines.
M. H. Nguyen, F. De la Torre (2010)
Pattern Recognition (PR), 43(3), 584–591.
Paper Code BibTex
Metric Learning for Image Alignment.
M. H. Nguyen, F. De la Torre (2010)
International Journal of Computer Vision (IJCV), 88(1), 69–84.
Paper BibTex
Personalized Stress Detection from Physiological Measurements.
Y. Shi, M. H. Nguyen, P. Blitz, B. French, S. Fisk, F. De la Torre, A. Smailagic, D. Siewiorek (2010)
International Symposium on Quality of Life Technology.
BibTex
Robust Kernel Principal Component Analysis.
M. H. Nguyen, F. De la Torre (2009)
Advances in Neural Information Processing Systems (NIPS).
Paper Poster Spotlight BibTex
Weakly supervised discriminative localization and classification: a joint learning process.
M. H. Nguyen, L. Torresani, F. De la Torre, C. Rother (2009)
International Conference on Computer Vision (ICCV).
Paper Poster Project BibTex
Detecting Depression from Facial Actions and Vocal Prosody.
J. Cohn, T. Simon, I. Matthews, Y. Yang, M. Nguyen, M. Tejera, F. Zhou, F. De la Torre (2009)
Proceedings of International Conference on Affective Computing and Intelligent Interaction.
Paper BibTex
Local Minima Free Parameterized Appearance Models.
M. H. Nguyen, F. De la Torre (2008)
IEEE Conference on Computer Vision and Pattern Recognition (CVPR).
Paper Project BibTex
Learning Image Alignment without Local Minima for Face Detection and Tracking.
M. H. Nguyen, F. De la Torre (2008)
International Conference on Automatic Face and Gesture Recognition (FG).
Paper Slides Project BibTex
Facial Feature Detection with Optimal Pixel Reduction SVMs.
M. H. Nguyen, J. Perez, F. De la Torre (2008)
International Conference on Automatic Face and Gesture Recognition (FG).
Paper Slides BibTex
Image-based Shaving.
M. H. Nguyen, J. Lalonde, A. Efros, F. De la Torre (2008)
Computer Graphics Forum, 27(2), 627–635.
Paper Slides Project BibTex
Parameterized Kernel Principal Component Analysis: Theory and Applications to Supervised and Unsupervised Image Alignment.
F. De la Torre, M. H. Nguyen (2008)
IEEE Conference on Computer Vision and Pattern Recognition (CVPR).
Paper BibTex
A Flexible Framework for SharedPlans.
M. H. Nguyen, W. Wobcke (2006)
AI 2006: Advances in Artificial Intelligence.
Paper BibTex
Towards a General Implementation of SharedPlans.
M. H. Nguyen, W. Wobcke (2005)
Proceedings of the 3rd Australian Undergraduate Students' Computing Conference.
Paper BibTex
DRT: A Tool for Design Recovery of Interactive Graphical Applications.
K. Chan, A. Chen, Z. Liang, A. Michail, M. H. Nguyen, N. Seow (2003)
Proceedings of International Conference on Software Engineering.
Paper BibTex

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