论文框图

论文框图

GeoSegNet:

Chen, C., Wang, Y., Chen, H. et al. GeoSegNet: point cloud semantic segmentation via geometric encoder–decoder modeling. Vis Comput 40, 5107–5121 (2024).

RandLaNet:

Hu Q, Yang B, Xie L, et al. Randla-net: Efficient semantic segmentation of large-scale point clouds[C]//Proceedings of the IEEE/CVF conference on computer vision and pattern recognition. 2020: 11108-11117.

Dual-level Adaptive Self-Labeling for Novel Class Discovery in Point Cloud Segmentation:

Xu R, Zhang C, Ren H, et al. Dual-level Adaptive Self-Labeling for Novel Class Discovery in Point Cloud Segmentation[J]. arXiv preprint arXiv:2407.12489, 2024.

Global Attention-Guided Dual-Domain Point Cloud Feature Learning for Classification and Segmentation

Li Z, Gao P, You K, et al. Global Attention-Guided Dual-Domain Point Cloud Feature Learning for Classification and Segmentation[J]. IEEE Transactions on Artificial Intelligence, 2024.

SWCF-Net:

Lin Z, He L, Yang H, et al. SWCF-Net: Similarity-weighted Convolution and Local-global Fusion for Efficient Large-scale Point Cloud Semantic Segmentation[J]. arXiv preprint arXiv:2406.11441, 2024.

PS ^ 2-Net:

师兄大论文参考的网络架构