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Xuan Son Nguyen
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2020 – today
- 2024
- [c16]Xuan Son Nguyen, Shuo Yang, Aymeric Histace:
Matrix Manifold Neural Networks++. ICLR 2024 - [i6]Xuan Son Nguyen, Shuo Yang, Aymeric Histace:
Matrix Manifold Neural Networks++. CoRR abs/2405.19206 (2024) - 2023
- [c15]Xuan Son Nguyen, Shuo Yang:
Building Neural Networks on Matrix Manifolds: A Gyrovector Space Approach. ICML 2023: 26031-26062 - [i5]Xuan Son Nguyen, Shuo Yang:
Building Neural Networks on Matrix Manifolds: A Gyrovector Space Approach. CoRR abs/2305.04560 (2023) - 2022
- [c14]Xuan Son Nguyen:
A Gyrovector Space Approach for Symmetric Positive Semi-definite Matrix Learning. ECCV (27) 2022: 52-68 - [c13]Xuan Son Nguyen:
The Gyro-Structure of Some Matrix Manifolds. NeurIPS 2022 - 2021
- [c12]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: 13359-13369 - [i4]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 abs/2111.13089 (2021) - 2020
- [j8]Thanh Tuan Nguyen, Thanh Phuong Nguyen, Frédéric Bouchara, Xuan Son Nguyen:
Momental directional patterns for dynamic texture recognition. Comput. Vis. Image Underst. 194: 102882 (2020) - [j7]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): 489-504 (2020) - [c11]Xuan Son Nguyen, Luc Brun, Olivier Lézoray, Sébastien Bougleux:
Learning Recurrent High-order Statistics for Skeleton-based Hand Gesture Recognition. ICPR 2020: 975-982
2010 – 2019
- 2019
- [j6]Xuan Son Nguyen, Abdel-Illah Mouaddib, Thanh Phuong Nguyen:
Hierarchical Gaussian descriptor based on local pooling for action recognition. Mach. Vis. Appl. 30(2): 321-343 (2019) - [c10]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: 12036-12045 - [c9]Xuan Son Nguyen, Luc Brun, Olivier Lézoray, Sébastien Bougleux:
Skeleton-Based Hand Gesture Recognition by Learning SPD Matrices with Neural Networks. FG 2019: 1-5 - [i3]Xuan Son Nguyen, Luc Brun, Olivier Lézoray, Sébastien Bougleux:
A neural network based on SPD manifold learning for skeleton-based hand gesture recognition. CoRR abs/1904.12970 (2019) - [i2]Xuan Son Nguyen, Luc Brun, Olivier Lezoray, Sébastien Bougleux:
Skeleton-Based Hand Gesture Recognition by Learning SPD Matrices with Neural Networks. CoRR abs/1905.07917 (2019) - 2018
- [j5]Thanh Phuong Nguyen, Xuan Son Nguyen:
Shape measurement using LIP-signature. Comput. Vis. Image Underst. 171: 83-94 (2018) - [j4]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): 8531-8549 (2018) - [j3]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): 21617-21652 (2018) - [c8]Thanh Tuan Nguyen, Thanh Phuong Nguyen, Frédéric Bouchara, Xuan Son Nguyen:
Directional Beams of Dense Trajectories for Dynamic Texture Recognition. ACIVS 2018: 74-86 - 2016
- [j2]Thanh Phuong Nguyen, Antoine Manzanera, Walter G. Kropatsch, Xuan Son Nguyen:
Topological Attribute Patterns for texture recognition. Pattern Recognit. Lett. 80: 91-97 (2016) - [c7]Xuan Son Nguyen, Thanh Phuong Nguyen, François Charpillet:
Improving surface normals based action recognition in depth images. AVSS 2016: 109-114 - [c6]Xuan Son Nguyen, Thanh Phuong Nguyen, François Charpillet:
Effective surface normals based action recognition in depth images. ICPR 2016: 817-822 - 2014
- [c5]Xuan Son Nguyen:
Swapping-based Annealed Particle Filter with Occlusion Handling for 3D Human Body Tracking. VISAPP (3) 2014: 576-583 - 2013
- [j1]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): 934-953 (2013) - [c4]Xuan Son Nguyen, Séverine Dubuisson, Christophe Gonzales:
Hierarchical Annealed Particle Swarm Optimization for Articulated Object Tracking. CAIP (1) 2013: 319-326 - 2012
- [c3]Séverine Dubuisson, Christophe Gonzales, Xuan Son Nguyen:
DBN-Based Combinatorial Resampling for Articulated Object Tracking. UAI 2012: 237-246 - [i1]Séverine Dubuisson, Christophe Gonzales, Xuan Son Nguyen:
DBN-Based Combinatorial Resampling for Articulated Object Tracking. CoRR abs/1210.4863 (2012) - 2011
- [c2]Christophe Gonzales, Séverine Dubuisson, Xuan Son Nguyen:
Simultaneous Partitioned Sampling for Articulated Object Tracking. ACIVS 2011: 150-161 - [c1]Séverine Dubuisson, Christophe Gonzales, Xuan Son Nguyen:
Swapping-Based Partitioned Sampling for Better Complex Density Estimation: Application to Articulated Object Tracking. SUM 2011: 525-538
Coauthor Index
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last updated on 2024-08-08 19:18 CEST by the dblp team
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