Xiuheng Wang

According to our database, Xiuheng Wang authored at least 19 papers between 2020 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Joint modeling and learning approaches for hyperspectral imaging and changepoint detection. (Approches conjointes de modélisation et d'apprentissage pour l'imagerie hyperspectrale et la détection de changements).

Xiuheng Wang

PhD thesis, 2024

Non-parametric Online Change Point Detection on Riemannian Manifolds.

Xiuheng Wang, Ricardo Augusto Borsoi, Cédric Richard

Proceedings of the Forty-first International Conference on Machine Learning, 2024

Riemannian Diffusion Adaptation over Graphs with Application to Online Distributed PCA.

Xiuheng Wang, Ricardo Augusto Borsoi, Cédric Richard

Proceedings of the IEEE International Conference on Acoustics, 2024

2023

Integration of Physics-Based and Data-Driven Models for Hyperspectral Image Unmixing: A summary of current methods.

Jie Chen, Min Zhao, Xiuheng Wang, Cédric Richard, Susanto Rahardja

IEEE Signal Process. Mag., March, 2023

Deep Hyperspectral and Multispectral Image Fusion With Inter-Image Variability.

Xiuheng Wang, Ricardo Augusto Borsoi, Cédric Richard, Jie Chen

IEEE Trans. Geosci. Remote. Sens., 2023

Tuning-Free Plug-and-Play Hyperspectral Image Deconvolution With Deep Priors.

Xiuheng Wang, Jie Chen, Cédric Richard

IEEE Trans. Geosci. Remote. Sens., 2023

Change Point Detection with Neural Online Density-Ratio Estimator.

Xiuheng Wang, Ricardo Augusto Borsoi, Cédric Richard, Jie Chen

Proceedings of the IEEE International Conference on Acoustics, 2023

Online Change Point Detection on Riemannian Manifolds with Karcher Mean Estimates.

Xiuheng Wang, Ricardo Augusto Borsoi, Cédric Richard

Proceedings of the 31st European Signal Processing Conference, 2023

DIstributed Change Point Detection in Streaming Manifold-Valued Signals Over Graphs.

Xiuheng Wang, Ricardo Augusto Borsoi, Cédric Richard, André Ferrari

Proceedings of the 57th Asilomar Conference on Signals, Systems, and Computers, ACSSC 2023, Pacific Grove, CA, USA, October 29, 2023

2022

A Plug-and-Play Priors Framework for Hyperspectral Unmixing.

Min Zhao, Xiuheng Wang, Jie Chen, Wei Chen

IEEE Trans. Geosci. Remote. Sens., 2022

Hyperspectral Image Super-Resolution via Deep Prior Regularization With Parameter Estimation.

Xiuheng Wang, Jie Chen, Qi Wei, Cédric Richard

IEEE Trans. Circuits Syst. Video Technol., 2022

Hyperspectral Image Super-Resolution with Deep Priors and Degradation Model Inversion.

Xiuheng Wang, Jie Chen, Cédric Richard

Proceedings of the IEEE International Conference on Acoustics, 2022

Deep Image Fusion Accounting for Inter-Image Variability.

Xiuheng Wang, Ricardo Augusto Borsoi, Cédric Richard, Jie Chen

Proceedings of the 56th Asilomar Conference on Signals, Systems, and Computers, ACSSC 2022, Pacific Grove, CA, USA, October 31, 2022

2021

Object Detection in Hyperspectral Images.

Longbin Yan, Min Zhao, Xiuheng Wang, Yuge Zhang, Jie Chen

IEEE Signal Process. Lett., 2021

2020

Reconstruction of Hyperspectral Data From RGB Images With Prior Category Information.

Longbin Yan, Xiuheng Wang, Min Zhao, Maboud F. Kaloorazi, Jie Chen, Susanto Rahardja

IEEE Trans. Computational Imaging, 2020

Extending CCSDS 123.0-B-1 for Lossless 4D Image Compression.

Panpan Zhang, Xiuheng Wang, Tiande Gao, Zhenfu Feng, Jie Chen

Proceedings of the 2020 IEEE International Conference on Visual Communications and Image Processing, 2020

A Multi-Model Fusion Framework for NIR-to-RGB Translation.

Longbin Yan, Xiuheng Wang, Min Zhao, Shumin Liu, Jie Chen

Proceedings of the 2020 IEEE International Conference on Visual Communications and Image Processing, 2020

Hyperspectral Unmixing Via Plug-And-Play Priors.

Xiuheng Wang, Min Zhao, Jie Chen

Proceedings of the IEEE International Conference on Image Processing, 2020

Learning Spectral-Spatial Prior Via 3DDNCNN for Hyperspectral Image Deconvolution.

Xiuheng Wang, Jie Chen, Cédric Richard, David Brie

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020