Publications

2025

Towards Photorealistic Portrait Style Transfer in Unconstrained Conditions
Xinbo Wang, Qing Zhang, Yongwei Nie, Wei-Shi Zheng
IEEE Transactions on Visualization and Computer Graphics (TVCG), 2025.

When Shadow Removal Meets Intrinsic Image Decomposition: A Joint Learning Framework Using Unpaired Data
Rongjia Zheng, Qing Zhang, Yongwei Nie, Wei-Shi Zheng
AAAI Conference on Artificial Intelligence (AAAI), 2025.

CLIP-RestoreX: Restore Image Structure and Perception in Exposure Correction
Xiang Huang, Qing Zhang, Jian-Fang Hu, Wei-Shi Zheng
AAAI Conference on Artificial Intelligence (AAAI), 2025.

Learning Rank Constrained Exposure Correction from Unpaired Data
Zhuoyue Gong, Qing Zhang
International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2025.

Self-Supervised Image Harmonization via Holistic Feature Fusion
Chenyang Tian, Qing Zhang
International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2025.

2024

Occlusion-Preserved Surveillance Video Synopsis with Flexible Object Graph
Yongwei Nie, Wei Ge, Siming Zeng, Qing Zhang, Guiqing Li, Ping Li, Hongmin Cai
International Journal of Computer Vision (IJCV), 2024.

Portrait Shadow Removal Using Context-aware Illumination Restoration Network
Jiangjian Yu, Ling Zhang, Qing Zhang, Qifei Zhang, Daiguo Zhou, Chao Liang, Chunxia Xiao
IEEE Transactions on Image Processing (TIP), 2024.

Incorporating Test-Time Optimization into Training with Dual Networks for Human Mesh Recovery
Yongwei Nie, Mingxian Fan, Chengjiang Long, Qing Zhang, Jian Zhu, Xuemiao Xu
Annual Conference on Neural Information Processing Systems (NeurIPS 2024).

Multi-RoI Human Mesh Recovery with Camera Consistency and Contrastive Losses
Yongwei Nie, Changzhen Liu, Chengjiang Long, Qing Zhang, Guiqing Li, Hongmin Cai
European Conference on Computer Vision (ECCV), 2024.

Interleaving One-Class and Weakly-Supervised Models with Adaptive Thresholding for Unsupervised Video Anomaly Detection
Yongwei Nie, Hao Huang, Chengjiang Long, Qing Zhang, Pradipta Maji, Hongmin Cai
European Conference on Computer Vision (ECCV), 2024.

NECA: Neural Customizable Human Avatar
Junjin Xiao, Qing Zhang, Zhan Xu, Wei-Shi Zheng
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2024.

ViDSOD-100: A New Dataset and A Baseline Model for RGB-D Video Salient Object Detection
Junhao Lin, Lei Zhu, Jiaxing Shen, Huazhu Fu, Qing Zhang, Liansheng Wang
International Journal of Computer Vision (IJCV), 2024.

Single-Image SVBRDF Estimation Using Auxiliary Renderings as Intermediate Targets
Yongwei Nie, Jiaqi Yu, Chengjiang Long, Qing Zhang, Guiqing Li, Hongmin Cai
IEEE Transactions on Visualization and Computer Graphics (TVCG), 2024.

Learning Motion-guided Multi-scale Memory Features for Video Shadow Detection
Junhao Lin, Jiaxing Shen, Xin Yang, Huazhu Fu, Qing Zhang, Ping Li, Bin Sheng, Liansheng Wang, Lei Zhu
IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), 2024.

Make Static Person Walk Again via Separating Pose Action From Shape
Yongwei Nie, Meihua Zhao, Qing Zhang, Ping Li, Jian Zhu, Hongmin Cai
Computational Visual Media (CVM), 2024.

Face Expression Recognition via Product-Cross Dual Attention and Neutral-Aware Anchor Loss
Yongwei Nie, Rong Pan, Qing Zhang, Xuemiao Xu, Guiqing Li, Hongmin Cai
Computational Visual Media (CVM), 2024.

2023

Learning to Remove Shadows from a Single Image
Hao Jiang, Qing Zhang, Yongwei Nie, Lei Zhu, Wei-Shi Zheng
International Journal of Computer Vision (IJCV), 2023.

Pyramid Texture Filtering
Qing Zhang, Hao Jiang, Yongwei Nie, and Wei-Shi Zheng
ACM Transactions on Graphics (Proceedings of SIGGRAPH 2023).

Towards High-Resolution Specular Highlight Detection
Gang Fu, Qing Zhang, Lei Zhu, Qifeng Lin, Yihao Wang, Siyuan Fan, Chunxia Xiao
International Journal of Computer Vision (IJCV), 2023.

Building Coarse to Fine Convex Hulls with Auxiliary Vertices for Palette-based Image Recoloring
Qiwei Sun, Yongwei Nie, Qing Zhang, Guiqing Li
IEEE Transactions on Visualization and Computer Graphics (TVCG), 2023.

Towards High-Quality Specular Highlight Removal by Leveraging Large-Scale Synthetic Data
Gang Fu, Qing Zhang, Lei Zhu, Chunxia Xiao, Ping Li
IEEE International Conference on Computer Vision (ICCV), 2023.

Document Image Shadow Removal Guided by Color-Aware Background
Ling Zhang, Yinghao He, Qing Zhang, Zheng Liu, Xiaolong Zhang, Chunxia Xiao
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2023.

2022

Unsupervised Intrinsic Image Decomposition Using Internal Self-similarity Cues
Qing Zhang, Jin Zhou, Lei Zhu, Wei Sun, Chunxia Xiao, Wei-Shi Zheng
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022.

Learning Multi-Scale Deep Image Prior for High-Quality Unsupervised Image Denoising
Hao Jiang, Qing Zhang, Yongwei Nie, Lei Zhu, Wei-Shi Zheng
Computer Graphics Forum (Proceedings of Pacific Graphics 2022).

Diverse Human Motion Prediction via Gumbel-Softmax Sampling from an Auxiliary Space
Lingwei Dang, Yongwei Nie, Chengjiang Long, Qing Zhang, Guiqing Li
ACM International Conference on Multimedia (ACM MM), 2022.

Progressively Generating Better Initial Guesses Towards Next Stages for High-Quality Human Motion Prediction
Tiezheng Ma, Yongwei Nie, Chengjiang Long, Qing Zhang, Guiqing Li
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2022.

基于伪时空图卷积网络修复姿态引导的Transformer行人视频修复方法
唐福梅, 聂勇伟, 余嘉祺, 张青, 李桂清
计算机辅助设计与图形学学报 (ChinaGraph 2022).

2021

A Blind Color Separation Model for Faithful Palette-based Image Recoloring
Qing Zhang, Yongwei Nie, Lei Zhu, Chunxia Xiao, Wei-Shi Zheng
IEEE Transactions on Multimedia (TMM), 2021.

S³Net: Self-supervised Self-ensembling Network for Semi-supervised RGB-D Salient Object Detection
Lei Zhu, Xiaoqiang Wang, Ping Li, Xin Yang, Qing Zhang, Weiming Wang, C. L. Philip Chen
IEEE Transactions on Multimedia (TMM), 2021.

Joint Regression and Learning from Pairwise Rankings for Personalized Image Aesthetic Assessment
Jin Zhou, Qing Zhang, Jian-Hao Fan, Wei Sun, Wei-Shi Zheng
Computational Visual Media (CVMJ), 2021.

Monte Carlo Denoising via Auxiliary Feature Guided Self-Attention
Jiaqi Yu, Yongwei Nie, Chengjiang Long, Wenju Xu, Qing Zhang, Guiqing Li
ACM Transactions on Graphics (Proceedings of SIGGRAPH Asia 2021).

A Multi-Task Network for Joint Specular Highlight Detection and Removal
Gang Fu, Qing Zhang, Lei Zhu, Ping Li, Chunxia Xiao
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2021.

A Hybrid Video Anomaly Detection Framework via Memory-Augmented Flow Reconstruction and Flow-Guided Frame Prediction
Zhian Liu, Yongwei Nie, Chengjiang Long, Qing Zhang, Guiqing Li
IEEE International Conference on Computer Vision (ICCV), 2021.

MSR-GCN: Multi-Scale Residual Graph Convolution Networks for Human Motion Prediction
Lingwei Dang, Yongwei Nie, Chengjiang Long, Qing Zhang, Guiqing Li
IEEE International Conference on Computer Vision (ICCV), 2021.

From Synthetic to Real: Image Dehazing Collaborating with Unlabeled Real Data
Ye Liu, Lei Zhu, Shunda Pei, Huazhu Fu, Jing Qin, Qing Zhang, Liang Wan, Wei Feng
ACM International Conference on Multimedia (ACM MM), 2021.

基于RNN和注意力机制的双向人体姿态补全方法
杨韫韬, 聂勇伟, 张青, 李平, 李桂清
计算机辅助设计与图形学学报 (CCF CAD/CG 2021 最佳论文).

2020

Enhancing Underexposed Photos Using Perceptually Bidirectional Similarity
Qing Zhang, Yongwei Nie, Lei Zhu, Chunxia Xiao, Wei-Shi Zheng
IEEE Transactions on Multimedia (TMM), 2020.

Deep Camouflage Images
Qing Zhang, Gelin Yin, Yongwei Nie, Wei-Shi Zheng
AAAI Conference on Artificial Intelligence (AAAI), 2020.

Learning to Detect Specular Highlights from Real-world Images
Gang Fu, Qing Zhang, Qifeng Lin, Lei Zhu, Chunxia Xiao
ACM International Conference on Multimedia (ACM MM), 2020.

2019

Collision-Free Video Synopsis Incorporating Object Speed and Size Changes
Yongwei Nie, Zhenkai Li, Zhensong Zhang, Qing Zhang, Tiezheng Ma, Hanqiu Sun
IEEE Transactions on Image Processing (TIP), 2019.

Dual Illumination Estimation for Robust Exposure Correction
Qing Zhang, Yongwei Nie, Wei-Shi Zheng
Computer Graphics Forum (Proceedings of Pacific Graphics 2019).

Underexposed Photo Enhancement Using Deep Illumination Estimation
Ruixing Wang, Qing Zhang, Chi-Wing Fu, Xiaoyong Shen, Wei-Shi Zheng, Jiaya Jia
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2019.

Specular Highlight Removal for Real-world Images
Gang Fu, Qing Zhang, Chengfang Song, Qifeng Lin, Chunxia Xiao
Computer Graphics Forum (Proceedings of Pacific Graphics 2019).

Multi-View Video Synopsis via Simultaneous Object-Shifting and View-Switching Optimization
Zhensong Zhang, Yongwei Nie, Hanqiu Sun, Qing Zhang, Qiuxia Lai, Guiqing Li, Mingyu Xiao
IEEE Transactions on Image Processing (TIP), 2019.

Effective Video Stabilization via Joint Trajectory Smoothing and Frame Warping
Tiezheng Ma, Yongwei Nie, Qing Zhang, Zhensong Zhang, Hanqiu Sun, Guiqing Li
IEEE Transactions on Visualization and Computer Graphics (TVCG), 2019.

Deep Multi-Model Fusion for Single-Image Dehazing
Zijun Deng, Lei Zhu, Xiaowei Hu, Chi-Wing Fu, Xuemiao Xu, Qing Zhang, Jing Qin, Pheng-Ann Heng
IEEE International Conference on Computer Vision (ICCV), 2019.

DBDNet: Learning Bi-directional Dynamics for Early Action Prediction
Guoliang Pang, Xionghui Wang, Jian-Fang Hu, Qing Zhang, Wei-Shi Zheng
International Joint Conference on Artificial Intelligence (IJCAI), 2019.

Interactive Contour Extraction via Sketch-Alike Dense-Validation Optimization
Yongwei Nie, Xu Cao, Ping Li, Qing Zhang, Zhensong Zhang, Guiqing Li, Hanqiu Sun
IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), 2019.

Towards High-Quality Intrinsic Images in the Wild
Gang Fu, Qing Zhang, Chunxia Xiao
International Conference on Multimedia and Expo (ICME), 2019.

Before 2018

High-Quality Exposure Correction of Underexposed Photos
Qing Zhang, Ganzhao Yuan, Chunxia Xiao, Lei Zhu, Wei-Shi Zheng
ACM International Conference on Multimedia (ACM MM), 2018.

Palette-based Image Recoloring Using Color Decomposition Optimization
Qing Zhang, Chunxia Xiao, Hanqiu Sun, Feng Tang
IEEE Transactions on Image Processing (TIP), 2017.

Underexposed Video Enhancement via Perception-driven Progressive Fusion
Qing Zhang, Yongwei Nie, Ling Zhang, Chunxia Xiao
IEEE Transactions on Visualization and Computer Graphics (TVCG), 2016.

Video Background Completion Using Motion-guided Pixels Assignment Optimization
Zhan Xu, Qing Zhang, Zhe Cao, Chunxia Xiao
IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), 2016.

Shadow Remover: Image Shadow Removal Based on Illumination Recovering Optimization
Ling Zhang, Qing Zhang, Chunxia Xiao
IEEE Transactions on Image Processing (TIP), 2015.

Cloud Detection of RGB Color Aerial Photographs by Progressive Refinement Scheme
Qing Zhang, Chunxia Xiao
IEEE Transactions on Geoscience and Remote Sensing (TGARS), 2014.

Video Retargeting Combining Warping and Summarizing Optimization
Yongwei Nie, Qing Zhang, Renfang Wang, Chunxia Xiao
The Visual Computer (TVC), 2013.

Texture Image Segmentation Using Level Set Function Evolved by Gaussian Mixture Model
Yu Chu, Chunxia Xiao, Qing Zhang
Chinese Journal of Computers (计算机学报), 2010.