Minh Hoai Nguyen – Publications

• All publications in Google Scholar, or chronological order:

  • All

  • 2024 onward

  • 2020–2023

  • 2015–2019

  • 2013–2014

  • 2007–2012

  • 2006 backward

• Selected publications on main research interests:

  • Human Action Recognition

  • Early Event Detection and Prediction

  • Human Gaze Analysis

  • Hand Detection

  • Visual Counting

  • Learning from weakly-, noisily-, or un-labeled data

• Selected publications on other topics:

  • Facial Behavior Analysis

  • Deep-learning for Illumination and Material Analysis

Referred publications beween 2007 and 2012

	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 Spotlight Poster 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