Xuan Son Nguyen

Shuo Yang

Aymeric Histace

Proceedings of the Twelfth International Conference on Learning Representations, 2024

2023

Building Neural Networks on Matrix Manifolds: A Gyrovector Space Approach.

[BibT_eX]

[DOI]

Shuo Yang

Proceedings of the International Conference on Machine Learning, 2023

2022

The Gyro-Structure of Some Matrix Manifolds.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

2020

A Projection-Based Method for Shape Measurement.

[BibT_eX]

[DOI]

J. Math. Imaging Vis., 2020

Momental directional patterns for dynamic texture recognition.

[BibT_eX]

[DOI]

Comput. Vis. Image Underst., 2020

Learning Recurrent High-order Statistics for Skeleton-based Hand Gesture Recognition.

[BibT_eX]

[DOI]

Proceedings of the 25th International Conference on Pattern Recognition, 2020

2019

Hierarchical Gaussian descriptor based on local pooling for action recognition.

[BibT_eX]

[DOI]

Abdel-Illah Mouaddib

Mach. Vis. Appl., 2019

Skeleton-Based Hand Gesture Recognition by Learning SPD Matrices with Neural Networks.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

2018

Local derivative pattern for action recognition in depth images.

[BibT_eX]

[DOI]

Multim. Tools Appl., 2018

Action recognition in depth videos using hierarchical gaussian descriptor.

[BibT_eX]

[DOI]

Multim. Tools Appl., 2018

Shape measurement using LIP-signature.

[BibT_eX]

[DOI]

Comput. Vis. Image Underst., 2018

Directional Beams of Dense Trajectories for Dynamic Texture Recognition.

[BibT_eX]

[DOI]

Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2018

2016

Topological Attribute Patterns for texture recognition.

[BibT_eX]

[DOI]

Pattern Recognit. Lett., 2016

Effective surface normals based action recognition in depth images.

[BibT_eX]

[DOI]

François Charpillet

Proceedings of the 23rd International Conference on Pattern Recognition, 2016

Improving surface normals based action recognition in depth images.

[BibT_eX]

[DOI]

François Charpillet

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.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Int. J. Approx. Reason., 2013

Hierarchical Annealed Particle Swarm Optimization for Articulated Object Tracking.

[BibT_eX]

[DOI]

Proceedings of the Computer Analysis of Images and Patterns, 2013

2012

DBN-Based Combinatorial Resampling for Articulated Object Tracking.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of the Scalable Uncertainty Management - 5th International Conference, 2011

Simultaneous Partitioned Sampling for Articulated Object Tracking.

[BibT_eX]

[DOI]