@Article{isprs-annals-XII-4-W1-2026-267-2026,
AUTHOR = {Ouzougarh, B.-E. and Matijevic, J. and Nguyen, H. D. A. S. and Arzoumanidis, L. and Dehbi, Y.},
TITLE = {End-to-End Pothole Detection and Semantic 3D City Model Enrichment Using LoRA-Adapted Foundation Models and Open Street-Level Imagery},
JOURNAL = {ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences},
VOLUME = {XII-4/W1-2026},
YEAR = {2026},
PAGES = {267--275},
URL = {https://isprs-annals.copernicus.org/articles/XII-4-W1-2026/267/2026/},
DOI = {10.5194/isprs-annals-XII-4-W1-2026-267-2026}
}