Qing Zhang ()

Associate Professor
School of Computer Science and Engineering
Sun Yat-sen University

Email: zhangqing.whu.cs@gmail.com | zhangq93@mail.sysu.edu.cn
Address: Higher Education Mega Center, Guangzhou 510006, China

Biography

I am an associate professor in School of Computer Science and Engineering, Sun Yat-sen University, working closely with Prof. Wei-Shi Zheng. I received my Ph.D. and B.Sc. both from Wuhan University. My research interests are in the joint field of computer graphics and computer vision, especially computational photography and inverse rendering.

News

  • [07/2023] One paper accepted to ICCV 2023
  • [07/2023] One paper accepted to IJCV
  • [05/2023] One paper accepted to IJCV
  • [03/2023] One paper accepted to SIGGRAPH 2023 (Journal Track)
  • [08/2022] One paper accepted to PG 2022
  • [11/2021] One paper accepted to TPAMI
  • [10/2021] One paper accepted to TMM
  • [03/2021] One paper accepted to TMM
  • [03/2020] One paper accepted to TMM
  • [11/2019] One paper accepted to AAAI 2020

Selected Publications (full list)

#: equal contribution, *: corresponding author

  • Pyramid Texture Filtering
    Qing Zhang, Hao Jiang, Yongwei Nie, and Wei-Shi Zheng
    ACM Transactions on Graphics (Proceedings of SIGGRAPH 2023).
    [project] [arXiv] [paper] [supplementary] [code]
  • 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.
    [paper] [code(coming soon)]
  • 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.
    [paper] [code]
  • 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.
    [paper(coming soon)] [code(coming soon)]
  • 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).
    [paper] [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.
    [paper]
  • 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.
    [paper] [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.
    [paper]
  • 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.
    [paper] [code]
  • 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).
    [paper] [code]
  • 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.
    [paper] [code]
  • Deep Camouflage Images
    Qing Zhang, Gelin Yin, Yongwei Nie, and Wei-Shi Zheng
    AAAI Conference on Artificial Intelligence (AAAI), 2020. (Spotlight)
    [paper]
  • 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), 2020.
    [paper] [code]
  • Dual Illumination Estimation for Robust Exposure Correction
    Qing Zhang, Yongwei Nie, and Wei-Shi Zheng
    Computer Graphics Forum (Proceedings of Pacific Graphics 2019).
    [arXiv] [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)
    [paper] [code]
  • 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.
    [paper] [code]
  • Palette-based Image Recoloring Using Color Decomposition Optimization
    Qing Zhang, Chunxia Xiao, Hanqiu Sun, and Feng Tang
    IEEE Transactions on Image Processing (TIP), 2017.
    [paper] [code]
  • 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.
    [paper] [demo]
  • Cloud Detection of RGB Color Aerial Photographs by Progressive Refinement Scheme
    Qing Zhang and Chunxia Xiao
    IEEE Transactions on Geoscience and Remote Sensing (TGRS), 2014.
    [paper] [code]

Professional Activities

  • Conference review: SIGGRAPH, SIGGRAPH Asia, ICCV, CVPR, ECCV, AAAI
  • Journal review: TPAMI, IJCV, ACM TOG, TIP, TVCG, TNNLS, TMM
  • Honors & Awards

  • The Second Prize of Natural Science Award of Hubei Province, 2019
  • Teaching

  • Operating System Concepts, 2023 (Spring)
  • 3D Game Programming and Design, 2022 (Fall)
  • © Qing Zhang | Last updated: April 2023. ICP19018782