Home             Publications             Projects             Experience             Contact

Rong Li       李 蓉  

I am a master student at SCUT. Previously, I collaborated with Anh-Quan Cao and Dr. Raoul de Charette from Inria ASTRA. I workded was an intern with Zhuangwei Zhuang of Pazhou Lab under the supervision of Prof. Dr. Mingkui Tan.

My current research is focused on 3D scene understanding, multi-sensor fusion and data efficient learning.

Google Scholar       GitHub


News

[2022-09]    1 paper is accepted to BMVC 2022.

[2022-03]    We open source multi sensor embedded platform.

[2021-09]    1 paper is accepted to ICCV 2021.

Publications


Class-Prototypes for Contrastive Learning in Weakly-Supervised 3D Point Cloud Segmentation

Rong Li, Anh-Quan Cao, Raoul de Charette.
The British Machine Vision Conference (BMVC), 2022
Paper Code Poster Slides Video



Perception-Aware Multi-Sensor Fusion for 3D LiDAR Semantic Segmentation

Zhuangwei Zhuang, Rong Li, Yuanqing Li, Kui Jia, Qicheng Wang, Mingkui Tan.
International Conference on Computer Vision (ICCV), 2021
Paper Code Slides Video




Projects


SensatUrban: Urban-Scale Point Clouds Understanding Challenge

is a BEV multi-sensor-fusion-based point cloud semantic segmentation implementation. Collaborated with Zhuangwei Zhuang.
Code Board



An Embedded Mobile Platform Equipped with LiDAR and Camera

is an embedded mobile platform equipped with Livox LiDAR and Camera and is developed on Nvidia Jetson Xavier NX. Developed ith Zhuangwei Zhuang.
Video Code Slides





Human Segmentation for Intelligence Education

aims to reappear the obscured content on the blackboard by teacher to improve the quality of online courses. Collaborated with Zhuoman Liu, Gang Dai, Jiaqiu Zhou.
Video



Deep View Synthesis via Self-Consistent Generative Network

aims to synthesize the front view from left and right views. Coolabrate with Zhuoman Liu and etc.
Code Video Dataset


Experience

[2021.12 - 2022.07]      Research Assistant, Inria ASTRA team, French

[2020.10 - 2021.09]      Algorithm Intern, Pazhou Lab, China

[2018.10 - 2019.06]      Algorithm Intern, CVTE Research, China

Education

[2019 - 2022]      M.Sc., South China University of Technology

[2015 - 2019]      B.Sc., South China University of Technology

Honors

[2020]      Postgraduate Recommendation Scholarship, China

[2018]      National Encouragement Scholarship, China

[2017]      National Encouragement Scholarship, China

Contact

Email:      lirong0329 at qq.com