HFA-Net: hybrid feature-aware network for large-scale point cloud semantic segmentation
C Wen, L Zhang, J Ren, R Hong, C Li, C Yang… - Artificial Intelligence …, 2025 - Springer
Semantic segmentation of large-scale point clouds in 3D computer vision is a challenging
problem. Existing feature extraction modules often emphasize learning local geometry while …
problem. Existing feature extraction modules often emphasize learning local geometry while …
LCL_FDA: Local context learning and full-level decoder aggregation network for large-scale point cloud semantic segmentation
Y Li, Z Ye, X Huang, Y HeLi, F Shuang - Neurocomputing, 2025 - Elsevier
Point cloud semantic segmentation is a key techno-logy for autonomous driving, intelligent
power inspection, and smart city planning, etc. However, many existing methods still face …
power inspection, and smart city planning, etc. However, many existing methods still face …