Song Ziyang
Biography
I am currently a postgraduate student working with Prof. Wu Weiren and Prof. Zhang Tianzhu at University of Science and Technology of China (USTC). I got the B.S. degree in Automation at USTC in 2022.
My research interest includes 3D reconstruction, depth estimation and computer vision.
Recent News
- Oct. 2023: EC-Depth was released on arxiv.[code] [page]
- Oct. 2023: Our team got the 1st place in ICCV 2023 workshop To NeRF or not to NeRF: A View Synthesis Challenge for Human Heads. [paper] [video]
- June. 2023: Our team got the 1st place in RoboDepth competition Track1 (self-supervised monocular depth estimation) and the 2nd place in Track2 (fully-supervised monocular depth estimation) in ICRA 2023. [paper] [video]
- Oct. 2022: Our team got the 2nd place on Monocular Depth Estimation leaderboard in ECCV2022 workshop: Robust Vision Challenge 2022.
Publications
- 2023
- “HA-Bins: Hierarchical Adaptive Bins for Robust Monocular Depth Estimation across Multiple Datasets.”
Ruijie Zhu, Ziyang Song, Li Liu, Jianfeng He, Tianzhu Zhang and Yongdong Zhang.
IEEE Transactions on Circuits and Systems for Video Technology(TCSVT). - “EC-Depth: Exploring the consistency of self-supervised monocular depth estimation under challenging scenes[J].”
Ruijie Zhu*, Ziyang Song*, Chuxin Wang, Jianfeng He, Tianzhu Zhang.
arXiv preprint. arXiv:2310.08044, 2023.
- “HA-Bins: Hierarchical Adaptive Bins for Robust Monocular Depth Estimation across Multiple Datasets.”
Experience
- Sept. 2018 - July. 2022, Undergradute, USTC
- Sept. 2022 - Now, Postgraduate, USTC
Awards
- First class scholarship of USTC, 2019
- SCSE scholarship of USTC, 2020
- Guomoruo Scholarship(The highest honor for graduates) of USTC, 2021
- Outstanding Graduate of USTC, 2022
- First class scholarship of USTC, 2022
- First class scholarship of USTC, 2023