荣梦琪

助理研究员

中国科学院自动化研究所

荣梦琪，中国科学院自动化研究所助理研究员。2023年于中国科学院自动化研究所获博士学位，2018年于北京科技大学获学士学位。研究方向为三维场景理解，包括细粒度三维语义分割、多模态三维分割基础模型等。

Publications

Xincheng Tang, Mengqi Rong, Bin Fan, Hongmin Liu, Shuhan Shen. Uncertainty Aware Multiple View Stereo Network with Accurate Supervision. Computational Visual Media, 2024.

DOI

Peilin Tao, Hainan Cui, Mengqi Rong, Shuhan Shen. Revisiting Global Translation Estimation with Feature Tracks. IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2024.

DOI

Mengqi Rong, Hainan Cui, Shuhan Shen. Efficient 3D Scene Semantic Segmentation via Active Learning on Rendered 2D Images. IEEE Transactions on Image Processing, 32: 3521-3535, 2023.

DOI

Mengqi Rong, Shuhan Shen. 3D Semantic Segmentation of Aerial Photogrammetry Models Based on Orthographic Projection. IEEE Transactions on Circuits and Systems for Video Technology, 33(12): 7425-7437, 2023.

DOI

Jiali Han, Yuzhou Liu, Mengqi Rong, Xianwei Zheng, Shuhan Shen. FloorUSG: Indoor Floorplan Reconstruction by Unifying 2D Semantics and 3D Geometry. ISPRS Journal of Photogrammetry and Remote Sensing, 196: 490–501, 2023.

DOI

Mengqi Rong, Hainan Cui, Zhanyi Hu, Hanqing Jiang, Hongmin Liu, Shuhan Shen. Active Learning Based 3D Semantic Labeling From Images and Videos. IEEE Transactions on Circuits and Systems for Video Technology, 32(12): 8101-8115, 2022.

DOI

Jiali Han, Mengqi Rong, Hanqing Jiang, Hongmin Liu, Shuhan Shen. Vectorized Indoor Surface Reconstruction from 3D Point Cloud with Multistep 2D Optimization. ISPRS Journal of Photogrammetry and Remote Sensing, 177: 57-74, 2021.

Code DOI

Mengqi Rong, Shuhan Shen, Zhanyi Hu. 3D Semantic Labeling of Photogrammetry Meshes Based on Active Learning. International Conference on Pattern Recognition, ICPR 2020.

DOI