X-Ray fluorescence image super-resolution using dictionary learning. - Qiqin Dai; Emeline Pouyet; Oliver Cossairt; Marc Walton; Francesca Casadio; Aggelos K. Katsaggelos (IVMSP, 2016)

Spatial-Spectral Representation for X-Ray Fluorescence Image Super-Resolution. - Qiqin Dai; Emeline Pouyet; Oliver Cossairt; Marc Walton; Aggelos K. Katsaggelos (IEEE Trans. Computational Imaging, 2017)

Pigment Unmixing of Hyperspectral Images of Paintings Using Deep Neural Networks. - Neda Rohani; Emeline Pouyet; Marc Walton; Oliver Cossairt; Aggelos K. Katsaggelos (ICASSP, 2019)

Adaptive Image Sampling Using Deep Learning and Its Application on X-Ray Fluorescence Image Reconstruction. - Qiqin Dai; Henry Chopp; Emeline Pouyet; Oliver Cossairt; Marc Walton; Aggelos K. Katsaggelos (IEEE Trans. Multim., 2020)

Artificial Intelligence for Pigment Classification Task in the Short-Wave Infrared Range. - Emeline Pouyet; Tsveta Miteva; Neda Rohani; Laurence de Viguerie (Sensors, 2021)

Neural Networks for Hyperspectral Imaging of Historical Paintings: A Practical Review. - Lingxi Liu; Tsveta Miteva; Giovanni Delnevo; Silvia Mirri; Philippe Walter; Laurence de Viguerie; Emeline Pouyet (Sensors, 2023)

Joined Spatial and Spectral Segmentation of Hyperspectral Datasets on Historical Art Objects. - Lingxi Liu; Aurore Malmert; Emeline Pouyet; Silvia Mirri; Giovanni Delnevo (IEEE Access, 2025)