Learning Spectral-Spatial Prior Via 3DDNCNN for Hyperspectral Image Deconvolution. - Xiuheng Wang; Jie Chen 022; Cédric Richard; David Brie (ICASSP, 2020)

Hyperspectral Unmixing Via Plug-And-Play Priors. - Xiuheng Wang; Min Zhao; Jie Chen 022 (ICIP, 2020)

A Multi-Model Fusion Framework for NIR-to-RGB Translation. - Longbin Yan; Xiuheng Wang; Min Zhao; Shumin Liu; Jie Chen 022 (VCIP, 2020)

Extending CCSDS 123.0-B-1 for Lossless 4D Image Compression. - Panpan Zhang; Xiuheng Wang; Tiande Gao; Zhenfu Feng; Jie Chen 022 (VCIP, 2020)

Reconstruction of Hyperspectral Data From RGB Images With Prior Category Information. - Longbin Yan; Xiuheng Wang; Min Zhao; Maboud F. Kaloorazi; Jie Chen 022; Susanto Rahardja (IEEE Trans. Computational Imaging, 2020)

Object Detection in Hyperspectral Images. - Longbin Yan; Min Zhao; Xiuheng Wang; Yuge Zhang; Jie Chen 022 (IEEE Signal Process. Lett., 2021)

Deep Image Fusion Accounting for Inter-Image Variability. - Xiuheng Wang; Ricardo Augusto Borsoi; Cédric Richard; Jie Chen 022 (IEEECONF, 2022)

Hyperspectral Image Super-Resolution with Deep Priors and Degradation Model Inversion. - Xiuheng Wang; Jie Chen 022; Cédric Richard (ICASSP, 2022)

Hyperspectral Image Super-Resolution via Deep Prior Regularization With Parameter Estimation. - Xiuheng Wang; Jie Chen 022; Qi Wei 002; Cédric Richard (IEEE Trans. Circuits Syst. Video Technol., 2022)

A Plug-and-Play Priors Framework for Hyperspectral Unmixing. - Min Zhao; Xiuheng Wang; Jie Chen 022; Wei Chen 016 (IEEE Trans. Geosci. Remote. Sens., 2022)

DIstributed Change Point Detection in Streaming Manifold-Valued Signals Over Graphs. - Xiuheng Wang; Ricardo Augusto Borsoi; Cédric Richard; André Ferrari (ACSSC, 2023)

Online Change Point Detection on Riemannian Manifolds with Karcher Mean Estimates. - Xiuheng Wang; Ricardo Augusto Borsoi; Cédric Richard (EUSIPCO, 2023)

Change Point Detection with Neural Online Density-Ratio Estimator. - Xiuheng Wang; Ricardo Augusto Borsoi; Cédric Richard; Jie Chen 022 (ICASSP, 2023)

Tuning-Free Plug-and-Play Hyperspectral Image Deconvolution With Deep Priors. - Xiuheng Wang; Jie Chen 022; Cédric Richard (IEEE Trans. Geosci. Remote. Sens., 2023)

Deep Hyperspectral and Multispectral Image Fusion With Inter-Image Variability. - Xiuheng Wang; Ricardo Augusto Borsoi; Cédric Richard; Jie Chen 022 (IEEE Trans. Geosci. Remote. Sens., 2023)

Integration of Physics-Based and Data-Driven Models for Hyperspectral Image Unmixing: A summary of current methods. - Jie Chen 022; Min Zhao; Xiuheng Wang; Cédric Richard; Susanto Rahardja (IEEE Signal Process. Mag., 2023)

Riemannian Diffusion Adaptation over Graphs with Application to Online Distributed PCA. - Xiuheng Wang; Ricardo Augusto Borsoi; Cédric Richard (ICASSP, 2024)

Non-parametric Online Change Point Detection on Riemannian Manifolds. - Xiuheng Wang; Ricardo Augusto Borsoi; Cédric Richard (ICML, 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 (2024)