Xuan Son Nguyen

Orcid: 0000-0002-2776-2254

According to our database1, Xuan Son Nguyen authored at least 24 papers between 2011 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Matrix Manifold Neural Networks++.
Proceedings of the Twelfth International Conference on Learning Representations, 2024

2023
Building Neural Networks on Matrix Manifolds: A Gyrovector Space Approach.
Proceedings of the International Conference on Machine Learning, 2023

2022
The Gyro-Structure of Some Matrix Manifolds.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

A Gyrovector Space Approach for Symmetric Positive Semi-definite Matrix Learning.
Proceedings of the Computer Vision - ECCV 2022, 2022

2021
GeomNet: A Neural Network Based on Riemannian Geometries of SPD Matrix Space and Cholesky Space for 3D Skeleton-Based Interaction Recognition.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

2020
A Projection-Based Method for Shape Measurement.
J. Math. Imaging Vis., 2020

Momental directional patterns for dynamic texture recognition.
Comput. Vis. Image Underst., 2020

Learning Recurrent High-order Statistics for Skeleton-based Hand Gesture Recognition.
Proceedings of the 25th International Conference on Pattern Recognition, 2020

2019
Hierarchical Gaussian descriptor based on local pooling for action recognition.
Mach. Vis. Appl., 2019

Skeleton-Based Hand Gesture Recognition by Learning SPD Matrices with Neural Networks.
Proceedings of the 14th IEEE International Conference on Automatic Face & Gesture Recognition, 2019

A Neural Network Based on SPD Manifold Learning for Skeleton-Based Hand Gesture Recognition.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

2018
Local derivative pattern for action recognition in depth images.
Multim. Tools Appl., 2018

Action recognition in depth videos using hierarchical gaussian descriptor.
Multim. Tools Appl., 2018

Shape measurement using LIP-signature.
Comput. Vis. Image Underst., 2018

Directional Beams of Dense Trajectories for Dynamic Texture Recognition.
Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2018

2016
Topological Attribute Patterns for texture recognition.
Pattern Recognit. Lett., 2016

Effective surface normals based action recognition in depth images.
Proceedings of the 23rd International Conference on Pattern Recognition, 2016

Improving surface normals based action recognition in depth images.
Proceedings of the 13th IEEE International Conference on Advanced Video and Signal Based Surveillance, 2016

2014
Swapping-based Annealed Particle Filter with Occlusion Handling for 3D Human Body Tracking.
Proceedings of the VISAPP 2014, 2014

2013
Sub-sample swapping for sequential Monte Carlo approximation of high-dimensional densities in the context of complex object tracking.
Int. J. Approx. Reason., 2013

Hierarchical Annealed Particle Swarm Optimization for Articulated Object Tracking.
Proceedings of the Computer Analysis of Images and Patterns, 2013

2012
DBN-Based Combinatorial Resampling for Articulated Object Tracking.
Proceedings of the Twenty-Eighth Conference on Uncertainty in Artificial Intelligence, 2012

2011
Swapping-Based Partitioned Sampling for Better Complex Density Estimation: Application to Articulated Object Tracking.
Proceedings of the Scalable Uncertainty Management - 5th International Conference, 2011

Simultaneous Partitioned Sampling for Articulated Object Tracking.
Proceedings of the Advances Concepts for Intelligent Vision Systems, 2011


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