Zihao Huang

Zihao Huang

Huazhong University of Science and Technology

😃 Welcome to my personal page!

I am Zihao Huang, a second year (2023.09-) master’s student in Artificial Intelligence at Huazhong University of Science and Technology, supervised by Prof. Zhiguo Cao. I obtained my bachelor degree in Artificial Intelligence at Huazhong University of Science and Technology in 2023. My current research interests is 3D avatars, working on fast and high-quality 3D human reconstructions. To achieve this, my current main research areas include 3D Avatar Creation and 3D Human Pose & Shape Estimation (HPS).

🔥 News

  • 2024.10:  🎉🎉 NVDS+ is accepted to TPAMI 2024.
  • 2024.07:  🎉🎉 WildAvatar is now on ArXiv.
  • 2024.02:  🎉🎉 GeFu is accepted to CVPR 2024.

📝 Publications

(* denotes equal contribution.)

TPAMI 2024
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NVDS+: Towards Efficient and Versatile Neural Stabilizer for Video Depth Estimation

Yiran Wang, Min Shi, Jiaqi Li, Chaoyi Hong, Zihao Huang, Juewen Peng, Zhiguo Cao, Jianming Zhang, Ke Xian, Guosheng Lin

[Project Page] [Paper] [Code] [Data] [Video]

ArXiv
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WildAvatar: Web-scale In-the-wild Video Dataset for 3D Avatar Creation

Zihao Huang, Shoukang Hu, Guangcong Wang, Tianqi Liu, Yuhang Zang, Zhiguo Cao, Wei Li, Ziwei Liu

[Project Page] [Paper] [Code] [Data] [Video]

CVPR 2024
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Geometry-aware Reconstruction and Fusion-refined Rendering for Generalizable Neural Radiance Fields

Tianqi Liu, Xinyi Ye, Min Shi, Zihao Huang, Zhiyu Pan, Zhan Peng, Zhiguo Cao

[Project Page] [Paper] [Code] [Video]

ACM MM2023
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SimHMR: A Simple Query-based Framework for Parameterized Human Mesh Reconstruction

Zihao Huang*, Min Shi*, Chengxin Liu, Ke Xian, Zhiguo Cao

[Paper] [Code] [Video]

ACM MM2023
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Diffusion-augmented Depth Prediction with Sparse Annotations

Jiaqi Li, Yiran Wang, Zihao Huang, Jinghong Zheng, Ke Xian, Zhiguo Cao, Jianming Zhang

[Paper] [Video]

ICCV 2023
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Constraining Depth Map Geometry for Multi-View Stereo: A Dual-Depth Approach with Saddle-shaped Depth Cells

Xinyi Ye, Weiyue Zhao, Tianqi Liu, Zihao Huang, Zhiguo Cao, Xin Li

[Paper] [Code]

ICCV 2023
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Neural Video Depth Stabilizer

Yiran Wang, Min Shi, Jiaqi Li, Zihao Huang, Zhiguo Cao, Jianming Zhang, Ke Xian, Guosheng Lin

[Project Page] [Paper] [Code] [Data] [Video]

CVPR 2023 (highlight)
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Matching Is Not Enough: A Two-Stage Framework for Category-Agnostic Pose Estimation

Min Shi*, Zihao Huang*, Xianzheng Ma, Xiaowei Hu, Zhiguo Cao

[Paper] [Code] [Video]

🎖 Honors and Awards

  • 2023    Honours Degrees of HUST, Top 3%
  • 2022    Merit Student of HUST, Top 2%
  • 2022    Outstanding Undergraduate Student of HUST, Top 2%
  • 2021    National Scholarship of China, Top 2%
  • 2021    First prize of the National Smart Car Race for College Students

📖 Educations

  • 2023.06 - Present, Huazhong University of Science and Technology (HUST), Master student in Artificial Intelligence, Advisor: Prof. Zhiguo Cao, Expected March 2026.
  • 2019.09 - 2023.06, Huazhong University of Science and Technology (HUST), B.S. in Artificial Intelligence and Automation (Experimental Class), Advisor: Prof. Zhiguo Cao.

📎 Links