Lingteng Qiu (邱陵腾)'s Homepage

Lingteng Qiu 邱陵腾

I graduated in October 2024 and joined Alibaba's Tongyi Lab. Prior to that, I had been a Ph.D. student (since September 2020) at the School of Science and Engineering, The Chinese University of Hong Kong, Shenzhen, under the supervision of Prof. Xiaoguang Han. Before my time at CUHK-Shenzhen, I earned my M.S. from the Department of Automation at Harbin Institute of Technology and my B.S. from Fuzhou University. I am fortunate to have worked closely with Prof. Guanying Chen at SYSU-Sz.

My research interests are in computer vision, computer graphics, and machine learning, specifically in the realm of creating high-quality, animatable 3D avatars using AI.

News

2024-07: Two papers got accepted by SIGGRAPH-Asia (TOG), more details comming soon!
2024-07: Two papers got accepted by ECCV2024, more details comming soon!
2024-04: Two papers were selected as Highlight (2.8%) by CVPR2024!
2024-02: Three paper got accepted by CVPR 2024!
2023-02: One paper got accepted by CVPR 2023!
2022-03: Two papers got accepted by CVPR 2022!
2021-03: One paper got accepted by CVPR 2021!
2020-07: One paper got accepted by ECCV 2020! Code and dataset are available.

Research Highlight

CVPR2024: A Generalizable Normal-Depth Diffusion Model for Detail Richness in Text-to-3D

CVPR2022: Towards High-Fidelity Garment mesh Reconstruction from Single Images

CVPR2023: REconstructing 3D Dynamic Cloth from Monocular Videos

ECCV2020: Peeking into Occluded Joints, A Novel Framework for Crowd Pose Estimation

Preprints (^# corresponding author, * equal contribution)

	VideoMV: Consistent Multi-View Generation Based on Large Video Generative Model Qi Zuo, Xiaodong Gu, Lingteng Qiu, Yuan Dong, Zhengyi Zhao, Weihao Yuan, Rui Peng, Siyu Zhu, Zilong Dong, Liefeng Bo, Qixing Huang arXiv preprint. [PDF] [Project] [Code]
	SAMPro3D: Locating SAM Prompts in 3D for Zero-Shot Scene Segmentation Mutian Xu, Xingyilang Yin, Lingteng Qiu, Yang liu, Xin Tong, Xiaoguang Han arXiv preprint. [PDF] [Project] [Code]

Publications (^# corresponding author, * equal contribution, + project leader)

StableNormal: Reducing Diffusion Variance for Stable and Sharp Normal
Chongjie Ye* Lingteng Qiu*, Xiaodong Gu, Qi Zuo, Yushuang Wu, Zilong Dong, Liefeng Bo, Yuliang Xiu#, Xiaoguang Han#
ACM Transaction on Graphics (TOG), Proceedings of ACM SIGGRAPH Asia 2024

[PDF] [Project] [Code]

RichDreamer: A Generalizable Normal-Depth Diffusion Model for Detail Richness in Text-to-3D
Lingteng Qiu*, Guanying Chen*, Xiaodong Gu*, Qi Zuo, Mutian Xu, Yushuang Wu, Weihao Yuan, Zilong Dong, Liefeng Bo, Xiaoguang Han
IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2024, Highlight
[PDF] [Project] [Code]

IPoD: Implicit Field Learning with Point Diffusion for Generalizable 3D Object Reconstruction from Single RGB-D Images
Yushuang Wu, Luyue Shi, Junhao Cai, Weihao Yuan, Lingteng Qiu, Zilong Dong, Liefeng Bo, Shuguang Cui, Xiaoguang Han
IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2024, Highlight
[PDF] [Project] [Code]

	MVHumanNet: A Large-scale Dataset of Multi-view Daily Dressing Human Captures Zhangyang Xiong, Chenghong Li, Kenkun Liu, Hongjie Liao, Jianqiao Hu, Junyi Zhu, Shuliang Ning, Lingteng Qiu, Chongjie Wang, Shijie Wang, Shuguang Cui, Xiaoguang Han IEEE/CVF Conference on Computer Vision and Pattern Recognition*, CVPR 2024 [PDF] [Project] [Dataset] [Code]
	REC-MV: REconstructing 3D Dynamic Cloth from Monocular Videos Lingteng Qiu^, Guanying Chen^, Jiapeng Zhou, MutianXu, Junle Wang, Xiaoguang Han^# IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2023 [Project] [PDF] [BibTeX] [Code]
	ETHSeg: An Amodel Instance Segmentation Network and a Real-world Dataset for X-Ray Waste Inspection Lingteng Qiu, Zhangyang Xiong, Xuhao Wang, KenKun Liu, Guanying Chen, Xiaoguang Han^#, Shuguang Cui IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2022 [Project] [PDF] [Dataset] [BibTeX]
	Registering Explicit to Implicit: Towards High-Fidelity Garment mesh Reconstruction from Single Images Heming Zhu, Lingteng Qiu, Yuda Qiu, Xiaoguang Han^# IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2022 [Project] [PDF] [BibTeX] [Code]
	3DCaricShop: A Dataset and A Baseline Method for Single-view 3D Caricature Face Reconstruction Yuda Qiu, Xiaojie Xu, Lingteng Qiu, Yan Pan, Yushuang Wu, Weikai Chen, Xiaoguang Han^# IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2021 [Project] [PDF] [Dataset] [BibTeX] [Code]
	Peeking into Occluded Joints: A Novel Framework for Crowd Pose Estimation Lingteng Qiu, Yanran Li, Guanbin Li ,Xiaojun Wu, Zixiang Xiong, Xiaoguang Han^#, Shuguang Cui European Conference on Computer Vision, ECCV 2020 [Project] [PDF] [BibTeX] [Code]

Projects

	Open-PIFuhd This is an implementation of PIFuhd based on PyTorch, including rendering image normal map, training both coarse-PIFu and fine-PIFu. [Code]
	DeeperLab This project aims at providing a fast, modular reference implementation for semantic segmentation models using PyTorch. [Code]

Talks

REC-MV: REconstructing 3D Dynamic Cloth from Monucular Videos
Invited by Dr. Yi Zhou
Digital Humans Seminar, Adobe, 2023
[PPT Download]

Current Collaborators

• Guanying Chen, Associate Professor at SYSU, Shenzhen

• Mutian Xu, Ph.D student at CUHK-SZ

• Xiaodong Gu, Technical Expert at Alibaba-Inc

The website template was adapted from Jon Barron.