Solving Ill-Posed Regions in High Dynamic Range Reconstruction with Uncertainty-Aware Diffusion Models

IEEE Transactions on Circuits and Systems for Video Technology (TCSVT)

Zhen Liu, Hai Jiang, Haipeng Li, Shuaicheng Liu, Bing Zeng

[Paper] | [Video] | [Code] | [BibTex]

Hierarchical Neural Semantic Representation for 3D Semantic Correspondence

ACM SIGGRAPH Asia (Conference), 2025.

Keyu Du, Jingyu Hu, Haipeng Li, Hao Xu, Haibin Huang, Chi-Wing Fu, Shuaicheng Liu

[Paper] | [Video] | [Code] | [BibTex]

HandBooster+: Boosting 3D Hand-Mesh Reconstruction from Data Synthesis to Progressive Multi-Hypothesis Aggregation

IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2025.

Hao Xu, Haipeng Li, Yinqiao Wang, Shuaicheng Liu, Chi-Wing Fu

[Paper] | [Video] | [Code] | [BibTex]

Coding-Prior Guided Diffusion Network for Video Deblurring

ACM Multimedia (MM), 2025.

Yike Liu, Jianhui Zhang, Haipeng Li, Shuaicheng Liu, Bing Zeng

[Paper] | [BibTex]

Estimating 2D Camera Motion with Hybrid Motion Basis

International Conference on Computer Vision (ICCV), 2025.

Haipeng Li*(equal contribution), Tianhao Zhou*(equal contribution), Zhanglei Yang, Yi Wu, Chen Yan, Zijing Mao, Shen Cheng, Bing Zeng, Shuaicheng Liu

[Paper] | [Code] | [Project Page] | BibTex

Multi-Frame Rolling Shutter Correction with Diffusion Models

IEEE Transactions on Circuits and Systems for Video Technology (TCSVT)

Zhanglei Yang*(equal contribution), Haipeng Li*(equal contribution), Shen Cheng, Mingbo Hong, Bing Zeng, Shuaicheng Liu

[Paper] | [Code] | BibTex

Synthetic-to-Real Self-supervised Robust Depth Estimation via Learning with Motion and Structure Priors

IEEE/CVF Computer Vision and Pattern Recognition Conference (CVPR), 2025

Weilong Yan, Ming Li, Haipeng Li, Shuwei Shao, Robby T. Tan

[Paper] | BibTex

Single Image Rolling Shutter Removal with Diffusion Models

Thirty-Ninth AAAI Conference on Artificial Intelligence (AAAI), 2025.

Zhanglei Yang*(equal contribution), Haipeng Li*(equal contribution), MingboHong, Chen-Lin Zhang, Jiajun Li, Shuaicheng Liu

[Paper] | [Code] | BibTex

HybridReg: Robust 3D Point Cloud Registration with Hybrid Motions

Thirty-Ninth AAAI Conference on Artificial Intelligence (AAAI), 2025.

Du Keyu, Hao Xu, Haipeng Li, Hong Qu, Chi-Wing Fu, Shuaicheng Liu

[Paper] | [Code] | [Dataset] | BibTex

PointGPT: Boosting 3D Point Cloud Registration using Generative Point-Cloud Pairs for Training

IEEE/CVF European Conference on Computer Vision (ECCV), 2024

Suyi Chen, Hao Xu, Haipeng Li, Kunming Luo, Guanghui Liu, Chi-Wing Fu, Ping Tan, Shuaicheng Liu

[Paper] | [Video] | [Code] | [BibTex]

CodingHomo: Bootstrapping Deep Homography with Video Coding

IEEE Transactions on Circuits and Systems for Video Technology (TCSVT)

Yike Liu, Haipeng Li, Shuaicheng Liu, Bing Zeng

[Paper] | [Code] | [BibTex]

Single-Image-Based Deep Learning for Segmentation of Early Esophageal Cancer Lesions

IEEE Transactions on Image Processing (TIP)

Haipeng Li*(equal contribution), Dingrui Liu*, Yu Zeng, Shuaicheng Liu, Tao Gan, Nini Rao, Jinlin Yang, Bing Zeng

[Paper] | [Code] | [BibTex]

DMHomo: Learning Homography with Diffusion Models

ACM Transactions on Graphics (ToG), Presented at SIGGRAPH 2024

Haipeng Li, Hai Jiang, Ao Luo, Ping Tan, Haoqiang Fan, Bing Zeng, Shuaicheng Liu

[Paper] | [Video] | [Code: Pytorch] | BibTex

RecDiffusion: Rectangling for Image Stitching with Diffusion Models

IEEE/CVF Computer Vision and Pattern Recognition Conference (CVPR), 2024

Tianhao Zhou*, Haipeng Li*(equal contribution), Ziyi Wang, Ao Luo, Chen-Lin Zhang, Jiajun Li, Bing Zeng, Shuaicheng Liu

[Paper] | [Video] | [Code] | [BibTex]

HandBooster: Boosting 3D Hand-Mesh Reconstruction by Conditional Synthesis and Sampling of Hand-Object Interactions

IEEE/CVF Computer Vision and Pattern Recognition Conference (CVPR), 2024

Hao Xu, Haipeng Li, Yinqiao Wang, Shuaicheng Liu, Chi-Wing Fu

[Paper] | [Video] | [Code] | [BibTex]

GyroFlow+: Gyroscope-Guided Unsupervised Deep Homography and Optical Flow Learning

International Journal of Computer Vision (IJCV)

Haipeng Li, Kunming Luo, Bing Zeng, Shuaicheng Liu

[Paper] | [Code: Pytorch] | [BibTex]

Supervised Homography Learning with Realistic Dataset Generation

International Conference on Computer Vision (ICCV), 2023

Hai Jiang*, Haipeng Li*(equal contribution), Songchen Han, Haoqiang Fan, Bing Zeng, Shuaicheng Liu

[Paper] | [Code: Pytorch] | BibTex

Semi-supervised Deep Large-baseline Homography Estimation with Progressive Equivalence Constraint

Thirty-Seventh AAAI Conference on Artificial Intelligence (AAAI), 2023.

Hai Jiang*, Haipeng Li*(equal contribution), Yuhang Lu, Songchen Han, Shuaicheng Liu

[Paper] | [Code: Pytorch] | BibTex

GyroFlow: Gyroscope-Guided Unsupervised Optical Flow Learning

International Conference on Computer Vision (ICCV), 2021.

Haipeng Li, Kunming Luo, Shuaicheng Liu

[Paper] | [Code: Pytorch] | BibTex

DeepOIS: Gyroscope-Guided Deep Optical Image Stabilizer Compensation

IEEE Transactions on Circuits and Systems for Video Technology (TCSVT)

Shuaicheng Liu, Haipeng Li, Zhengning Wang, Jue Wang, Shuyuan Zhu, Bing Zeng

[Paper] | [Code: Pytorch] | BibTex