Peer Reviewed Journal Papers

Zhang, X.; Lin, D. & Soergel, U. [2025]
Target-aware attentional network for rare class segmentation in large-scale LiDAR point clouds. ISPRS Journal of Photogrammetry and Remote Sensing, 220, 32-50.
DOI: 10.1016/j.isprsjprs.2024.11.012

Peer Reviewed Conference Papers

Zhang, X.; Xue, R.; Koelle, M. & Sörgel, U. [2022]
Point surfel transformer network for semantic segmentation of large-scale ALS point clouds. In 42. Wissenschaftlich-Technische Jahrestagung der DGPF, 5.-6. Oktober 2022 in Dresden (pp. 290-296). Geschäftsstelle der DGPF.
DOI: 10.24407/KXP:1796046701

Non-reviewed Conference Papers

Zhang, X.; Lin, D.; Xue, R. & Soergel, U. [2023]
TARGET-GUIDED LEARNING FOR RARE CLASS SEGMENTATION IN LARGE-SCALE URBAN POINT CLOUDS. Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-1/W2-2023, 1693–1698.
DOI: 10.5194/isprs-archives-XLVIII-1-W2-2023-1693-2023

Zhang, X., Xue, R., & Soergel, U. [2022]
A TWO-STAGE APPROACH FOR RARE CLASS SEGMENTATION IN LARGE-SCALE URBAN POINT CLOUDS. The International Archives of Photogrammetry, Remote Sensing and Spatial Information Sciences, 43, 329-334.
DOI: 10.5194/isprs-archives-XLIII-B2-2022-329-2022

Xue, R., Zhang, X., & Soergel, U. [2022]
URBAN CLASSIFICATION BASED ON TOP-VIEW POINT CLOUD AND SAR IMAGE FUSION WITH SWIN TRANSFORMER. The International Archives of Photogrammetry, Remote Sensing and Spatial Information Sciences, 43, 559-564.
DOI: 10.5194/isprs-archives-XLIII-B3-2022-559-2022