• 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

  • 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).
    A preliminary version of this work appeared in CVM 2022 for poster presentation.
  • 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. [Pytorch code] [Jittor code]
  • 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. [Code]
  • 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

  • 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), 2021. [Code]
  • 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, Carola-Bibiane Schonlieb, and C. L. Philip Chen
    IEEE Transactions on Multimedia (TMM), 2021. [Code]
  • 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 (ACM TOG), accepted for SIGGRAPH Asia, 2021.[Code]
  • 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. [Code]
  • 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. (Oral) [Code]
  • 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. [Code]
  • 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. (Oral) [Code]
  • 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). [Code]

  • 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. (Spotlight)
  • 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. [Code & Dataset]

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

  • 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. [Code]

  • 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. [Demo]
  • 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. [Code]
  • 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.