Spatial Statistics of Visual Keypoints for Texture Recognition. - Huu-Giao Nguyen; Ronan Fablet; Jean-Marc Boucher (ECCV (4), 2010)

Invariant descriptors of sonar textures from spatial statistics of local features. - Huu-Giao Nguyen; Ronan Fablet; Jean-Marc Boucher (ICASSP, 2010)

Visual textures as realizations of multivariate log-Gaussian Cox processes. - Huu-Giao Nguyen; Ronan Fablet; Jean-Marc Boucher (CVPR, 2011)

Log-gaussian cox processes of visual keypoints for sonar texture recognition. - Huu-Giao Nguyen; Ronan Fablet; Jean-Marc Boucher (ICASSP, 2011)

Multivariate log-Gaussian Cox models of elementary shapes for recognizing natural scene categories. - Huu-Giao Nguyen; Ronan Fablet; Jean-Marc Boucher (ICIP, 2011)

Keypoint-Based Analysis of Sonar Images: Application to Seabed Recognition. - Huu-Giao Nguyen; Ronan Fablet; Axel Ehrhold; Jean-Marc Boucher (IEEE Trans. Geosci. Remote. Sens., 2012)

Automatic 3D seed location and orientation detection in CT image for prostate brachytherapy. - Huu-Giao Nguyen; Céline Fouard; Francois Meneu; Jean-Yves Giraud; Jocelyne Troccaz (ISBI, 2014)

Segmentation, Separation and Pose Estimation of Prostate Brachytherapy Seeds in CT Images. - Huu-Giao Nguyen; Céline Fouard; Jocelyne Troccaz (IEEE Trans. Biomed. Eng., 2015)

Ocular Structures Segmentation from Multi-sequences MRI Using 3D Unet with Fully Connected CRFs. - Huu-Giao Nguyen; Alessia Pica; Philippe Maeder; Ann Schalenbourg; Marta Peroni; Jan Hrbacek; Damien C. Weber; Meritxell Bach Cuadra; Raphael Sznitman (COMPAY/OMIA@MICCAI, 2018)

A novel segmentation framework for uveal melanoma in magnetic resonance imaging based on class activation maps. - Huu-Giao Nguyen; Alessia Pica; Jan Hrbacek; Damien C. Weber; Francesco La Rosa; Ann Schalenbourg; Raphael Sznitman; Meritxell Bach Cuadra (MIDL, 2019)

An Effective Deep Learning Architecture Combination for Tissue Microarray Spots Classification of H&E Stained Colorectal Images. - Huu-Giao Nguyen; Annika Blank; Alessandro Lugli; Inti Zlobec (ISBI, 2020)

Group affinity weakly supervised segmentation from prior selected tissue in colorectal histopathology images. - Huu-Giao Nguyen; Amjad Khan 002; Heather Dawson; Alessandro Lugli; Inti Zlobec (Digital and Computational Pathology, 2022)