Rui Wang

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 23

Top Topics

Graph Embedding

Metric Learning

Dimensionality Reduction

Top Venues

IEEE Trans. Neural Networks Learn. Syst.

IEEE Trans. Big Data

Publications

Rui Wang, Xiaojun Wu, Tianyang Xu, Cong Hu, Josef Kittler
Deep Metric Learning on the SPD Manifold for Image Set Classification. IEEE Trans. Circuits Syst. Video Technol. 34 (2) (2024)
Cong Hu, Jiang-Tao Song, Jia-Sheng Chen, Rui Wang, Xiao-Jun Wu
Manifold-based multi-graph embedding for semi-supervised classification. Pattern Recognit. Lett. 182 (2024)
Rui Wang, Xiaojun Wu, Ziheng Chen, Cong Hu, Josef Kittler
SPD Manifold Deep Metric Learning for Image Set Classification. IEEE Trans. Neural Networks Learn. Syst. 35 (7) (2024)
Ziheng Chen, Tianyang Xu, Xiaojun Wu, Rui Wang, Josef Kittler
Hybrid Riemannian Graph-Embedding Metric Learning for Image Set Classification. IEEE Trans. Big Data 9 (1) (2023)
Rui Wang, Xiaojun Wu, Tianyang Xu, Cong Hu, Josef Kittler
U-SPDNet: An SPD manifold learning-based neural network for visual classification. Neural Networks 161 (2023)
Ziheng Chen, Tianyang Xu, Xiao-Jun Wu, Rui Wang, Zhiwu Huang, Josef Kittler
Riemannian Local Mechanism for SPD Neural Networks. AAAI (2023)
Rui Wang, Xiao-Jun Wu, Ziheng Chen, Tianyang Xu, Josef Kittler
DreamNet: A Deep Riemannian Network based on SPD Manifold Learning for Visual Classification. CoRR (2022)
Rui Wang, Xiaojun Wu, Josef Kittler
SymNet: A Simple Symmetric Positive Definite Manifold Deep Learning Method for Image Set Classification. IEEE Trans. Neural Networks Learn. Syst. 33 (5) (2022)
Rui Wang, Xiaojun Wu, Ziheng Chen, Tianyang Xu, Josef Kittler
DreamNet: A Deep Riemannian Manifold Network for SPD Matrix Learning. ACCV (6) (2022)
Rui Wang, Xiaojun Wu, Zhen Liu, Josef Kittler
Geometry-Aware Graph Embedding Projection Metric Learning for Image Set Classification. IEEE Trans. Cogn. Dev. Syst. 14 (3) (2022)
Rui Wang, Xiaojun Wu, Ziheng Chen, Tianyang Xu, Josef Kittler
Learning a discriminative SPD manifold neural network for image set classification. Neural Networks 151 (2022)
Rui Wang, Xiaojun Wu, Kai-Xuan Chen, Josef Kittler
Multiple Riemannian Manifold-Valued Descriptors Based Image Set Classification With Multi-Kernel Metric Learning. IEEE Trans. Big Data 8 (3) (2022)
Ziheng Chen, Xiao-Jun Wu, Tianyang Xu, Rui Wang, Zhiwu Huang, Josef Kittler
MSNet: A Deep Multi-scale Submanifold Network for Visual Classification. CoRR (2022)
Rui Wang, Xiao-Jun Wu, Josef Kittler
Graph Embedding Multi-Kernel Metric Learning for Image Set Classification With Grassmannian Manifold-Valued Features. IEEE Trans. Multim. 23 (2021)
Rui Wang, Xiao-Jun Wu
GrasNet: A Simple Grassmannian Network for Image Set Classification. Neural Process. Lett. 52 (1) (2020)
Rui Wang, Xiaojun Wu, Josef Kittler
Multiple Riemannian Manifold-valued Descriptors based Image Set Classification with Multi-Kernel Metric Learning. CoRR (2019)
Kai-Xuan Chen, Xiao-Jun Wu, Jie-Yi Ren, Rui Wang, Josef Kittler
More About Covariance Descriptors for Image Set Coding: Log-Euclidean Framework Based Kernel Matrix Representation. ICCV Workshops (2019)
Kai-Xuan Chen, Xiao-Jun Wu, Jie-Yi Ren, Rui Wang, Josef Kittler
More About Covariance Descriptors for Image Set Coding: Log-Euclidean Framework based Kernel Matrix Representation. CoRR (2019)
Rui Wang, Xiao-Jun Wu, Kai-Xuan Chen, Josef Kittler
Multiple Manifolds Metric Learning with Application to Image Set Classification. CoRR (2018)
Kai-Xuan Chen, Xiao-Jun Wu, Rui Wang, Josef Kittler
Riemannian kernel based Nyström method for approximate infinite-dimensional covariance descriptors with application to image set classification. ICPR (2018)
Kai-Xuan Chen, Xiao-Jun Wu, Rui Wang, Josef Kittler
Riemannian kernel based Nyström method for approximate infinite-dimensional covariance descriptors with application to image set classification. CoRR (2018)
Rui Wang, Xiao-Jun Wu, Kai-Xuan Chen, Josef Kittler
Grassmannian Discriminant Maps (GDM) for Manifold Dimensionality Reduction with Application to Image Set Classification. CoRR (2018)
Rui Wang, Xiao-Jun Wu, Kai-Xuan Chen, Josef Kittler
Multiple Manifolds Metric Learning with Application to Image Set Classification. ICPR (2018)