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 on Visual Counting

	Can Current AI Models Count What We Mean, Not What They See? A Benchmark and Systematic Evaluation. G. K. Nguyen, Y. Huang, M. Hoai (2025) Digital Image Computing: Techniques and Applications. Paper Code BibTex
	Class-Agnostic Repetitive Action Counting Using Wearable Devices. D. Nguyen, L. Nguyen, Y. Huang, C. Pham, M. Hoai (2025) IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI), 47(6), 1–13. Paper Slides Code BibTex
	Count What You Want: Exemplar Identification and Few-Shot Counting of Human Actions in the Wild. Y. Huang, D. D. Nguyen, L. Nguyen, C. Pham, M. Hoai (2024) AAAI Conference on Artificial Intelligence (AAAI). Paper Spotlight Poster Slides Code BibTex
	Interactive Class-Agnostic Object Counting. Y. Huang, V. Ranjan, M. Hoai (2023) International Conference on Computer Vision (ICCV). Paper Spotlight Poster Slides Project Code BibTex
	Exemplar Free Class Agnostic Counting. V. Ranjan, M. Hoai (2022) Asian Conference on Computer Vision (ACCV). Paper Poster Slides Code BibTex
	Few-Shot Object Counting and Detection. T. Nguyen, C. Pham, K. Nguyen, M. Hoai (2022) European Conference on Computer Vision (ECCV). Paper Poster Slides Code BibTex
	Learning To Count Everything. V. Ranjan, U. Sharma, T. Nguyen, M. Hoai (2021) IEEE Conference on Computer Vision and Pattern Recognition (CVPR). Paper Slides Code BibTex
	Localization in the Crowd with Topological Constraints. S. Abousamra, M. Hoai, D. Samaras, C. Chen (2021) AAAI Conference on Artificial Intelligence (AAAI). Paper Code BibTex
	Distribution Matching for Crowd Counting. B. Wang, H. Liu, D. Samaras, M. Hoai (2020) Advances in Neural Information Processing Systems (NeurIPS). Paper Spotlight Oral-Presentation Slides Demo Code BibTex
	Uncertainty Estimation and Sample Selection for Crowd Counting. V. Ranjan, B. Wang, M. Shah, M. Hoai (2020) Asian Conference on Computer Vision (ACCV). Paper Spotlight Code BibTex
	A Study of Human Gaze Behavior During Visual Crowd Counting. R. Annadi, Y. Chen, V. Ranjan, D. Samaras, G. Zelinsky, M. Hoai (2020) arXiv:2009.06502. Paper Project Data BibTex
	Iterative Crowd Counting. V. Ranjan, H. Le, M. Hoai (2018) European Conference on Computer Vision (ECCV). Paper Poster BibTex