Attention-driven Cross-modal Self-supervised Learning for Label-efficient Hyperspectral-LiDAR DSM Classification

Jonathan González Santiago, Wolfgang Gross, Karsten Schulz, Wolfgang Middelmann, Uwe Soergel

Open source

DOI
10.5194/isprs-annals-xi-3-2026-91-2026
Published
2026-07-08
Container
ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences
Publisher
Copernicus GmbH
Open access
unknown

Credibility signals

uncertain Score 64/100 under policy 1.0.0. This is a metadata assessment, not a judgment of the paper's conclusions.

Show all credibility signals

Cite this work

BibTeX

@article{allodium:10.5194/isprs-annals-xi-3-2026-91-2026,
  title = {Attention-driven Cross-modal Self-supervised Learning for Label-efficient Hyperspectral-LiDAR DSM Classification},
  author = {Jonathan González Santiago and Wolfgang Gross and Karsten Schulz and Wolfgang Middelmann and Uwe Soergel},
  year = {2026},
  journal = {ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences},
  doi = {10.5194/isprs-annals-xi-3-2026-91-2026},
  url = {https://doi.org/10.5194/isprs-annals-xi-3-2026-91-2026}
}

RIS

TY  - JOUR
TI  - Attention-driven Cross-modal Self-supervised Learning for Label-efficient Hyperspectral-LiDAR DSM Classification
AU  - Jonathan González Santiago
AU  - Wolfgang Gross
AU  - Karsten Schulz
AU  - Wolfgang Middelmann
AU  - Uwe Soergel
PY  - 2026
JO  - ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences
DO  - 10.5194/isprs-annals-xi-3-2026-91-2026
UR  - https://doi.org/10.5194/isprs-annals-xi-3-2026-91-2026
ER  - 

APA

Santiago, J. G., Gross, W., Schulz, K., Middelmann, W., & Soergel, U. (2026). Attention-driven Cross-modal Self-supervised Learning for Label-efficient Hyperspectral-LiDAR DSM Classification. ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences. https://doi.org/10.5194/isprs-annals-xi-3-2026-91-2026

Source records