Qitao Zhao | 赵淇涛

I am a Master's student in Computer Vision (MSCV) at Carnegie Mellon University. I'm currently focusing on 3D reconstruction and pose estimation under the advisement of Prof. Shubham Tulsiani. Prior to this, I had the privilege of being advised by Prof. Chen Chen at the University of Central Florida, beginning in April 2022. I completed my undergraduate studies and graduated from Shandong University in June 2023.

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Research

My research interests mainly lie in 3D computer vision, especially inferring 3D from 2D spatial-temporal modeling. Potential research topics include human-centric shape/motion understanding and human-environment interaction modeling. I am also interested in revisiting well-established signal-processing techniques in the context of modern computer vision.

A Single 2D Pose with Context is Worth Hundreds for 3D Human Pose Estimation
Qitao Zhao, Ce Zheng, Mengyuan Liu, Chen Chen
Thirty-seventh Conference on Neural Information Processing Systems (NeurIPS), 2023
paper / project page / code /

PoseFormerV2: Exploring Frequency Domain for Efficient and Robust 3D Human Pose Estimation
Qitao Zhao, Ce Zheng, Mengyuan Liu, Pichao Wang, Chen Chen
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2023
paper / project page / code / video

Education
Carnegie Mellon University, Pittsburgh, PA
2023.08 - 2024.12 (expected)
Master of Science in Computer Vision (MSCV)
Shandong University, Qingdao, China
2019.09 - 2023.06
Bachelor in Communication Engineering
GPA: 94.61/100, rank 2/21

Outstanding Thesis Award (Rank 1/7 from 350+ students in the school)
National Scholarship 2020 (Top 0.2% nationwide)
Experience
University of Central Florida, Orlando, FL
2022.04 - Present

Research Intern on 3D human pose estimation
Advisor: Prof. Chen Chen
Shandong University, China
2021.09 - 2022.04

Research Intern on cross-view gait recognition
Advisor: Prof. Xianye Ben
Miscellaneous

I enjoy playing basketball 🏀 with friends, and my idol is Kobe Bryant. Kobe impressed me with his diligence, concentration and high standard. He influenced every aspect of my life. R.I.P.

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