Simultaneous Partitioned Sampling for Articulated Object Tracking. - Christophe Gonzales; Séverine Dubuisson; Xuan Son Nguyen (ACIVS, 2011)

Swapping-Based Partitioned Sampling for Better Complex Density Estimation: Application to Articulated Object Tracking. - Séverine Dubuisson; Christophe Gonzales; Xuan Son Nguyen (SUM, 2011)

DBN-Based Combinatorial Resampling for Articulated Object Tracking. - Séverine Dubuisson; Christophe Gonzales; Xuan Son Nguyen (UAI, 2012)

Hierarchical Annealed Particle Swarm Optimization for Articulated Object Tracking. - Xuan Son Nguyen; Séverine Dubuisson; Christophe Gonzales (CAIP (1), 2013)

Sub-sample swapping for sequential Monte Carlo approximation of high-dimensional densities in the context of complex object tracking. - Séverine Dubuisson; Christophe Gonzales; Xuan Son Nguyen (Int. J. Approx. Reason., 2013)

Swapping-based Annealed Particle Filter with Occlusion Handling for 3D Human Body Tracking. - Xuan Son Nguyen (VISAPP (3), 2014)

Improving surface normals based action recognition in depth images. - Xuan Son Nguyen; Thanh Phuong Nguyen 001; François Charpillet (AVSS, 2016)

Effective surface normals based action recognition in depth images. - Xuan Son Nguyen; Thanh Phuong Nguyen 001; François Charpillet (ICPR, 2016)

Topological Attribute Patterns for texture recognition. - Thanh Phuong Nguyen 001; Antoine Manzanera; Walter G. Kropatsch; Xuan Son Nguyen (Pattern Recognit. Lett., 2016)

Directional Beams of Dense Trajectories for Dynamic Texture Recognition. - Thanh Tuan Nguyen 001; Thanh Phuong Nguyen 001; Frédéric Bouchara; Xuan Son Nguyen (ACIVS, 2018)

Shape measurement using LIP-signature. - Thanh Phuong Nguyen 001; Xuan Son Nguyen (Comput. Vis. Image Underst., 2018)

Action recognition in depth videos using hierarchical gaussian descriptor. - Xuan Son Nguyen; Abdel-Illah Mouaddib; Thanh Phuong Nguyen 001; Laurent Jeanpierre (Multim. Tools Appl., 2018)

Local derivative pattern for action recognition in depth images. - Xuan Son Nguyen; Thanh Phuong Nguyen 001; François Charpillet; Ngoc-Son Vu (Multim. Tools Appl., 2018)

A Neural Network Based on SPD Manifold Learning for Skeleton-Based Hand Gesture Recognition. - Xuan Son Nguyen; Luc Brun; Olivier Lezoray; Sébastien Bougleux (CVPR, 2019)

Skeleton-Based Hand Gesture Recognition by Learning SPD Matrices with Neural Networks. - Xuan Son Nguyen; Luc Brun; Olivier Lézoray; Sébastien Bougleux (FG, 2019)

Hierarchical Gaussian descriptor based on local pooling for action recognition. - Xuan Son Nguyen; Abdel-Illah Mouaddib; Thanh Phuong Nguyen 001 (Mach. Vis. Appl., 2019)

Learning Recurrent High-order Statistics for Skeleton-based Hand Gesture Recognition. - Xuan Son Nguyen; Luc Brun; Olivier Lézoray; Sébastien Bougleux (ICPR, 2020)

Momental directional patterns for dynamic texture recognition. - Thanh Tuan Nguyen 001; Thanh Phuong Nguyen 001; Frédéric Bouchara; Xuan Son Nguyen (Comput. Vis. Image Underst., 2020)

A Projection-Based Method for Shape Measurement. - Thanh Phuong Nguyen 001; Xuan Son Nguyen; Mohamed Anouar Borgi; Maï K. Nguyen (J. Math. Imaging Vis., 2020)

GeomNet: A Neural Network Based on Riemannian Geometries of SPD Matrix Space and Cholesky Space for 3D Skeleton-Based Interaction Recognition. - Xuan Son Nguyen (ICCV, 2021)

A Gyrovector Space Approach for Symmetric Positive Semi-definite Matrix Learning. - Xuan Son Nguyen (ECCV (27), 2022)

The Gyro-Structure of Some Matrix Manifolds. - Xuan Son Nguyen (NeurIPS, 2022)

Building Neural Networks on Matrix Manifolds: A Gyrovector Space Approach. - Xuan Son Nguyen; Shuo Yang (ICML, 2023)

Preventing WebRTC IP Address Leaks. - Guillaume Nibert; Sébastien Tixeuil; Baptiste Polvé; Nana J. Bakalafoua M'boussi; Xuan Son Nguyen (CRiSIS, 2024)

Matrix Manifold Neural Networks++. - Xuan Son Nguyen; Shuo Yang; Aymeric Histace (ICLR, 2024)

Neural networks on Symmetric Spaces of Noncompact Type. - Xuan Son Nguyen; Shuo Yang; Aymeric Histace (ICLR, 2025)