Efficient 3D Scene Semantic Segmentation via Active Learning on Rendered 2D Images

Author:

Rong Mengqi1,Cui Hainan1ORCID,Shen Shuhan1ORCID

Affiliation:

1. Institute of Automation, Chinese Academy of Sciences, Beijing, China

Funder

National Natural Science Foundation of China

Beijing Natural Science Foundation

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Subject

Computer Graphics and Computer-Aided Design,Software

Reference47 articles.

1. A new weakly supervised approach for ALS point cloud semantic segmentation

2. Towards weakly supervised semantic segmentation in 3D graph-structured point clouds of wild scenes;wang;Proc BMVC,2019

3. SQN: Weakly-supervised semantic segmentation of large-scale 3D point clouds;hu;arXiv 2104 04891,2021

4. xMUDA: Cross-Modal Unsupervised Domain Adaptation for 3D Semantic Segmentation

5. RGB-D Semantic Segmentation and Label-Oriented Voxelgrid Fusion for Accurate 3D Semantic Mapping

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1. TPV-IGKD: Image-Guided Knowledge Distillation for 3D Semantic Segmentation With Tri-Plane-View;IEEE Transactions on Intelligent Transportation Systems;2024-08

2. OIPNet: Multimodal Network with Orthogonal Information Processing for Semantic Segmentation in Indoor Scenes;International Journal of Pattern Recognition and Artificial Intelligence;2024-01-20

3. Learning Virtual View Selection for 3D Scene Semantic Segmentation;IEEE Transactions on Image Processing;2024

4. Semi-Supervised 3D Shape Segmentation via Self Refining;IEEE Transactions on Image Processing;2024

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