Academic Bibliography

Search 200 years of publications by Ghent University researchers.

Lingxi Liu

Faculty of Arts and Philosophy > Department of Art, music and theatre sciences

ORCID iD: 0000-0002-0079-9823

Add to list
- Journal Article
- A1
- open access
Joined spatial and spectral segmentation of hyperspectral datasets on historical art objects

Lingxi Liu (UGent) , Aurore Malmert, Emeline Pouyet, Silvia Mirri and Giovanni Delnevo

(2025) IEEE ACCESS. 13. p.108266-108283
Add to list
- Journal Article
- A1
Neural networks for hyperspectral imaging of historical paintings : a practical review

Lingxi Liu (UGent) , Tsveta Miteva, Giovanni Delnevo, Silvia Mirri, Philippe Walter, Laurence de Viguerie and Emeline Pouyet

(2023) SENSORS. 23(5).
Add to list
- Journal Article
- A1
Unsupervised hyperspectral image segmentation of films : a hierarchical clustering-based approach

Lingxi Liu (UGent) , Giovanni Delnevo and Silvia Mirri

(2023) JOURNAL OF BIG DATA. 10(1).
Add to list
- Journal Article
- A1
Digital restoration of colour cinematic films using imaging spectroscopy and machine learning

Lingxi Liu (UGent) , E. Catelli, A. Katsaggelos, G. Sciutto, R. Mazzeo, M. Milanic, J. Stergar, S. Prati and M. Walton

(2022) SCIENTIFIC REPORTS. 12(1).
Add to list
- Conference Paper
- C1
Hierarchical clustering as an unsurpervised machine learning algorithm for hyperspectral image segmentation of films

Lingxi Liu (UGent) , Giovanni Delnevo and Silvia Mirri

(2022) GoodIT '22 : proceedings of the 2022 ACM Conference on Information Technology for Social Good. p.397-402