About me
I am currently a Ph.D. student with National Center for Computer Animation, Bournemouth University, supervised by Prof. Xiaosong Yang and co-supervised by Professor JianJun Zhang.
I received the B.E. degree from Nanjing University of Aeronautics and Astronautics. My research interests include: (1) 3D Computer Vision: 3D scene understanding, 3D scene flow estimation. (2) Computer Graphics: mesh denoising, geometry processing.
🔥 News
- [Dec 2023] 🎉🎉 One paper about scene flow estimation is accepted by IEEE ICASSP 2024!
- [Oct 2023] 🎉🎉 One paper about self-supervised point cloud representation learning is accepted by IEEE Transactions on Geoscience and Remote Sensing (TGRS)
Selected Publications
GAMAFLOW: ESTIMATING 3D SCENE FLOW VIA GROUPED ATTENTION AND GLOBAL MOTION AGGREGATION Zhiqi Li,Xiaosong Yang, Jianjun Zhang. 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) | |
Deep Learning for Scene Flow Estimation on Point Clouds: A Survey and Prospective Trends Zhiqi Li, Nan Xiang, Honghua Chen, Jianjun Zhang, Xiaosong Yang. Computer Graphics Forum (in-press), 2023 [Paper] | |
Cascaded Normal Filtering Neural Network for Geometry-aware Mesh Denoising of Measurement Surfaces Dingkun Zhu, Yingkui Zhang, Zhiqi Li, Weiming Wang, Haoran Xie, Mingqiang Wei, Gary Cheng, Fu Lee Wang. IEEE Transactions on Instrumentation and Measurement, 2021 [Paper] | |
NormalF-Net: Normal filtering neural network for feature-preserving mesh denoising Zhiqi Li,Yingkui Zhang, Yidan Feng, Xingyu Xie, Qiong Wang, Mingqiang Wei, Pheng-Ann Heng. Computer-Aided Design (2020) [Paper] |
Academic Experience
- Undergraduate intern, A*STAR, Singapore, August 2019 - October 2019.
- Participant in challenge Odin Vision, Data study group, Alan Turing Institute, UK, April 2021.
- Participant in challenge OSNI, Turing-LIDA DSG 2021, Alan Turing Institute, UK, July 2021.
- Excited to attend the Eastern European Machine Learning Summer School in Vilnius, Lithuania 🇱🇹, EEML 2022, July 2022.
- Excited to receive the Enrichment Placement Award. I will join the Alan Turing PhD Enrichment Scheme in January 2023 , Alan Turing Enrichment 2022-2023