Xuan Son Nguyen

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 23

Top Topics

Manifold Learning

Top Venues

Multim. Tools Appl.

Comput. Vis. Image Underst.

Publications

Xuan Son Nguyen, Shuo Yang, Aymeric Histace
Matrix Manifold Neural Networks++. CoRR (2024)
Xuan Son Nguyen, Shuo Yang, Aymeric Histace
Matrix Manifold Neural Networks++. ICLR (2024)
Xuan Son Nguyen, Shuo Yang
Building Neural Networks on Matrix Manifolds: A Gyrovector Space Approach. ICML (2023)
Xuan Son Nguyen, Shuo Yang
Building Neural Networks on Matrix Manifolds: A Gyrovector Space Approach. CoRR (2023)
Xuan Son Nguyen
The Gyro-Structure of Some Matrix Manifolds. NeurIPS (2022)
Xuan Son Nguyen
A Gyrovector Space Approach for Symmetric Positive Semi-definite Matrix Learning. ECCV (27) (2022)
Xuan Son Nguyen
GeomNet: A Neural Network Based on Riemannian Geometries of SPD Matrix Space and Cholesky Space for 3D Skeleton-Based Interaction Recognition. CoRR (2021)
Xuan Son Nguyen
GeomNet: A Neural Network Based on Riemannian Geometries of SPD Matrix Space and Cholesky Space for 3D Skeleton-Based Interaction Recognition. ICCV (2021)
Thanh Phuong Nguyen, Xuan Son Nguyen, Mohamed Anouar Borgi, Maï K. Nguyen
A Projection-Based Method for Shape Measurement. J. Math. Imaging Vis. 62 (4) (2020)
Thanh Tuan Nguyen, Thanh Phuong Nguyen, Frédéric Bouchara, Xuan Son Nguyen
Momental directional patterns for dynamic texture recognition. Comput. Vis. Image Underst. 194 (2020)
Xuan Son Nguyen, Luc Brun, Olivier Lézoray, Sébastien Bougleux
Learning Recurrent High-order Statistics for Skeleton-based Hand Gesture Recognition. ICPR (2020)
Xuan Son Nguyen, Luc Brun, Olivier Lezoray, Sébastien Bougleux
Skeleton-Based Hand Gesture Recognition by Learning SPD Matrices with Neural Networks. CoRR (2019)
Xuan Son Nguyen, Luc Brun, Olivier Lézoray, Sébastien Bougleux
A neural network based on SPD manifold learning for skeleton-based hand gesture recognition. CoRR (2019)
Xuan Son Nguyen, Abdel-Illah Mouaddib, Thanh Phuong Nguyen
Hierarchical Gaussian descriptor based on local pooling for action recognition. Mach. Vis. Appl. 30 (2) (2019)
Xuan Son Nguyen, Luc Brun, Olivier Lézoray, Sébastien Bougleux
Skeleton-Based Hand Gesture Recognition by Learning SPD Matrices with Neural Networks. FG (2019)
Xuan Son Nguyen, Luc Brun, Olivier Lezoray, Sébastien Bougleux
A Neural Network Based on SPD Manifold Learning for Skeleton-Based Hand Gesture Recognition. CVPR (2019)
Thanh Phuong Nguyen, Xuan Son Nguyen
Shape measurement using LIP-signature. Comput. Vis. Image Underst. 171 (2018)
Xuan Son Nguyen, Abdel-Illah Mouaddib, Thanh Phuong Nguyen, Laurent Jeanpierre
Action recognition in depth videos using hierarchical gaussian descriptor. Multim. Tools Appl. 77 (16) (2018)
Xuan Son Nguyen, Thanh Phuong Nguyen, François Charpillet, Ngoc-Son Vu
Local derivative pattern for action recognition in depth images. Multim. Tools Appl. 77 (7) (2018)
Thanh Tuan Nguyen, Thanh Phuong Nguyen, Frédéric Bouchara, Xuan Son Nguyen
Directional Beams of Dense Trajectories for Dynamic Texture Recognition. ACIVS (2018)
Xuan Son Nguyen, Thanh Phuong Nguyen, François Charpillet
Effective surface normals based action recognition in depth images. ICPR (2016)
Thanh Phuong Nguyen, Antoine Manzanera, Walter G. Kropatsch, Xuan Son Nguyen
Topological Attribute Patterns for texture recognition. Pattern Recognit. Lett. 80 (2016)
Xuan Son Nguyen, Thanh Phuong Nguyen, François Charpillet
Improving surface normals based action recognition in depth images. AVSS (2016)
Xuan Son Nguyen
Swapping-based Annealed Particle Filter with Occlusion Handling for 3D Human Body Tracking. VISAPP (3) (2014)
Xuan Son Nguyen, Séverine Dubuisson, Christophe Gonzales
Hierarchical Annealed Particle Swarm Optimization for Articulated Object Tracking. CAIP (1) (2013)
Séverine Dubuisson, Christophe Gonzales, Xuan Son Nguyen
Sub-sample swapping for sequential Monte Carlo approximation of high-dimensional densities in the context of complex object tracking. Int. J. Approx. Reason. 54 (7) (2013)
Séverine Dubuisson, Christophe Gonzales, Xuan Son Nguyen
DBN-Based Combinatorial Resampling for Articulated Object Tracking. UAI (2012)
Séverine Dubuisson, Christophe Gonzales, Xuan Son Nguyen
DBN-Based Combinatorial Resampling for Articulated Object Tracking CoRR (2012)
Christophe Gonzales, Séverine Dubuisson, Xuan Son Nguyen
Simultaneous Partitioned Sampling for Articulated Object Tracking. ACIVS (2011)
Séverine Dubuisson, Christophe Gonzales, Xuan Son Nguyen
Swapping-Based Partitioned Sampling for Better Complex Density Estimation: Application to Articulated Object Tracking. SUM (2011)