Publications

2023
Learning to Remove Shadows from a Single Image
Hao Jiang, Qing Zhang*, Yongwei Nie, Lei Zhu, and 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, and 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, and Guiqing Li
IEEE Transactions on Visualization and Computer Graphics (TVCG), 2023.
Document Image Shadow Removal Guided by Color-Aware Background
Ling Zhang, Yinghao He, Qing Zhang, Zheng Liu, Xiaolong Zhang, and 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, and 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, and 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, and 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, and 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, and 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, and 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, and 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, and 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, and 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, and 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, and 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, and 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, and Wei-Shi Zheng
IEEE Transactions on Multimedia (TMM), 2020.
Deep Camouflage Images
Qing Zhang, Gelin Yin, Yongwei Nie, and 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, and 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, and 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, and 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, and 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, and 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, and 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, and 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, and 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, and 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, and Chunxia Xiao
International Conference on Multimedia and Expo (ICME), 2019.
2018
High-Quality Exposure Correction of Underexposed Photos
Qing Zhang, Ganzhao Yuan, Chunxia Xiao, Lei Zhu, and Wei-Shi Zheng
ACM International Conference on Multimedia (ACM MM), 2018.
Before 2017
Palette-based Image Recoloring Using Color Decomposition Optimization
Qing Zhang, Chunxia Xiao, Hanqiu Sun, and Feng Tang
IEEE Transactions on Image Processing (TIP), 2017.
Underexposed Video Enhancement via Perception-driven Progressive Fusion
Qing Zhang, Yongwei Nie, Ling Zhang, and 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, and 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, and Chunxia Xiao
IEEE Transactions on Image Processing (TIP), 2015.
Cloud Detection of RGB Color Aerial Photographs by Progressive Refinement Scheme
Qing Zhang and Chunxia Xiao
IEEE Transactions on Geoscience and Remote Sensing (TGARS), 2014.
Video Retargeting Combining Warping and Summarizing Optimization
Yongwei Nie, Qing Zhang, Renfang Wang, and Chunxia Xiao
The Visual Computer (TVC), 2013.
Texture Image Segmentation Using Level Set Function Evolved by Gaussian Mixture Model
Yu Chu, Chunxia Xiao, and Qing Zhang
Chinese Journal of Computers (计算机学报), 2010.