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 Illumination and Material Analysis

	Interactive Visual Study of Multiple Attributes Learning Model of X-Ray Scattering Images. X. Huang, S. Jamonnak, Y. Zhao, B. Wang, M. Hoai, K. Yager, W. Xu (2021) IEEE Transactions on Visualization and Computer Graphics, 27(2), 1312–1321. Paper Spotlight Oral-Presentation BibTex
	Large scale shadow annotation and detection using lazy annotation and stacked CNNs. L. Hou, T. F. Y. Vicente, M. Hoai, D. Samaras (2021) IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI), 43(4), 1337–1351. Paper 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 Demo Demo-Video Project 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
	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
	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 Project BibTex
	X-ray Scattering Image Classification Using Deep Learning. B. Wang, K. Yager, D. Yu, M. Hoai (2017) Winter Conference on Applications of Computer Vision (WACV). 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
	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