Xinqi Liu | 刘 鑫 琦

Hi, this is Xinqi Liu's home page. I am currently a senior researcher at Department of Computer Vision Technology (VIS), Baidu Inc. I obtained my Ph.D. degree from School of Mechanical Engineering, Zhejiang University , advised by Prof. Jituo Li. I received my B.E. degree from XAUT.

My research focuses on 3D vision and graphics, exprecially 3D reconstruction. My main goal is reconstruct human bodies, clothing and scenes from the real world in a low-cost way.

Email:  liuxinqi7@126.com

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Research
Reconstructing Complex Shaped Clothing from a Single Image with Feature Stable Unsigned Distance Fields
Xinqi Liu, Jituio Li, Guodong Lu
IEEE Transactions on Visualization and Computer Graphics (TVCG), Under Reviwer, 2023
Paper(coming),   Project

A clothing reconstruction method based on an unsigned distance field, which can reconstruct clothing with complex shapes and contours from a single image.

Learning Pose Controllable Human Reconstruction with Dynamic Implicit Fields from a Single Image
Jituio Li, Xinqi Liu, Guodong Lu
IEEE Transactions on Visualization and Computer Graphics (TVCG), Under Reviwer, 2023
Paper(coming),   Project

A novel implicit representation to generate reposed reconstruction human body from a single image and target pose.

Modeling Realistic Clothing from a Single Image under Normal Guide
Xinqi Liu, Jituio Li, Guodong Lu
IEEE Transactions on Visualization and Computer Graphics (TVCG), 2023
Paper,   Project

A robust clothing modeling method to generate a 3D clothing model with visually consistent clothing style and wrinkles distribution from a single RGB image using normal guidance.

Wrinkles Realistic Clothing Reconstruction using a combined Implicit and Explicit Method
Xinqi Liu, Jituio Li, Guodong Lu
Computer Aided Design, 2023
Paper,   Project

We propose a new method that combines implicit and explicit ideas to reconstruct wrinkles realistic 3D clothing model and texture results.

Generating High-fidelity Texture in RGB-D Reconstruction using Patches Density Regularization
Xinqi Liu, Jituio Li, Guodong Lu
Computer Aided Design, 2023
Paper,   Project

A simple but effective regularization term is designed to deal with the texture patches fragmentation problem in texture mapping methods.

Robust and Automated Body and Clothing Reconstruction from a Single RGB Image
Xinqi Liu, Jituio Li, Guodong Lu
Computers & Graphics, 2023
Paper,   Project

An automatic body and clothing reconstruction method to generate the human body with style-matched and texture-realistic clothing results from a single image.

Reconstruction of Colored Soft Deformable Objects Based on Self-Generated Template.
Jituo Li, Xinqi Liu, Haijing Deng, Tianwei Wang, Guodong Lu, Jin Wang
Computer Aided Design, 2022
Paper,   Project

A new method to reconstruct a deformable soft object with complete geometry and consistent texture by introducing an incremental-completion self-generated template (SGT).

Improving RGB-D based 3D Reconstruction by Combining Voxels and Points
Xinqi Liu, Jituio Li, Guodong Lu, Dongliang Zhang, Shihai Xing
The Visual Computer, 2022
Paper

A flexible 3D reconstruction framework that adopts a new data structure combining both voxels and points to significantly improve the reconstruction accuracy.

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