Guoqing Zhang (张国庆)

I have joint Nanjing University of Information Science and Technology since Jul 2017. I received my Ph.D. degree from Nanjing University of Science and Technology with Prof. Huaijiang Sun. I have been a visiting student working with Prof. Fatih Porikli at the Australian National University (ANU) from Oct. 2015 to Oct. 2016. After 2018, I am a Postdoctoral Researcher at the School of Computer Science and Engineering, Nanyang Technological University (NTU), Singapore, worked with Prof. Weisi Lin.

Location: School of Computer and Software, Nanjing University of Information Science and Technology, Jiangsu, China
Research Interest | News | Education | Publications | Projects | Services | Awards

Email: xiayang14551@163.com;    guoqing.zhang@ntu.edu.sg
[Google Scholar] [GitHub]

Research Interest

My research interest includes Computer Vision, Pattern Recognition and Deep learning theory. Currently, I focus on the following research topics:

News


Education


Publications

Journals:

    [25] G. Zhang, W. Lin*, Arun kumar Chandran, and Xuan Jing, “Complementary Networks for Person Re-Identification,” Information Sciences (INS), vol. 633, pp. 70-84, 2023. (SCI Q1, IF=8.233)

    [24] G. Zhang, H. Zhang, W. Lin*, Arun kumar Chandran, and Xuan Jing, “Camera Contrast Learning for Unsupervised Person Re-Identification,” IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), online, 2023. (SCI Q1, IF=5.859)

    [23] H. Zhang, G. Zhang*, Y. Chen, and Y. Zheng, “Global Relation-Aware Contrast Learning for Unsupervised Person Re-Identification,” IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), vol. 494, no. 12, pp. 8599-8610, 2022. (SCI Q1, IF=5.859)

    [22] G. Zhang, Z. Luo, Y. Chen, Y. Zheng, and W. Lin, “Fine-grained-based Multi-feature Fusion for Occluded Person Re-identification,” Journal of Visual Communication and Image Representation (JVCIR), vol. 87, 103581, 2022. (SCI Q3, IF=2.887)

    [21] G. Zhang, Z. Luo, Y. Chen, Y. Zheng, and W. Lin, “Illumination Unification for Person Re-identification,” IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), vol. 32, no. 10, pp. 6766-6777, 2022. (SCI Q1, IF=5.859) [PDF]

    [20] Y. Chen, G. Zhang*, Y. Lu, Z. Wang, and Y. Zheng, “A Simple but Effective Part-based Convolutional Baseline for Text-based Person Search,” Neurocomputing, vol. 494, pp. 171-181, 2022. (SCI Q2, IF=5.779)

    [19] G. Zhang, H. Zhang, Y. Chen, and Y. Zheng, “Close-set Camera Style Distribution Alignment for Single Camera Person Re-Identification,” Neurocomputing, vol. 486, no. 14, pp. 93-103, 2022. (SCI Q2, IF=5.779)

    [18] G. Zhang, Y. Ge, Z. Dong, H. Wang, Y. Zheng, and S. Chen, “Deep High-Resolution Representation Learning for Cross-Resolution Person Re-identification,” IEEE Transactions on Image Processing (TIP), vol. 30, pp. 8913-8925, 2021. (SCI Q1 Top, IF=11.041)

    [17] G. Zhang, J. Yang, Y. Zheng, Y. Wang, Y. Wu, and S. Chen, “Hybrid-Attention Guided Network with Multiple Resolution Features for Person Re-Identification,” Information Sciences (INS), 2021. (SCI Q1 Top, IF=8.233)

    [16] G. Zhang, T. Jiang, J. Yang, J. Xu, and Y. Zheng, “Cross-view Kernel Collaborative Representation Classification for Person Re-identification,” Multimedia Tools and Applications (MTAP), vol. 80, no. 13, 20687-20705, 2021. (SCI Q3, IF=2.313)

    [15] G. Zhang, J. Yang, Y. Zheng, Z. Luo, and J. Zhang, “Optimal Discriminative Feature and Dictionary Learning for Image Set Classification,” Information Sciences (INS), vol. 574, no. 8, pp. 498-513, 2021. (SCI Q1 Top, IF=8.233)

    [14] G. Zhang, F. Porikli, H. Sun, Q. Sun, and G. Xia, “Cost-sensitive Joint Feature and Dictionary Learning for Face Recognition,” Neurocomputing, vol. 391, no. 28, pp. 177-188, 2020. (SCI Q2, IF=5.779) [PDF]

    [13] G. Zhang, H. Sun, Y. Zheng, G. Xia, L. Feng, and Q. Sun, “Optimal Discriminative Projection for Sparse Representation-based Classification via Bilevel Optimization,” IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), vol. 30, no. 4, pp. 1065-1077, 2019. (SCI Q1, IF=5.859) [PDF]

    [12] Y. Zheng, X. Wang, G. Zhang*, B. Xiao, F. Xiao, and J. Zhang, “Multiple kernel Coupled Projections for Domain Adaptive Dictionary Learning,” IEEE Transactions on Multimedia (TMM), vol. 21, no. 9, pp. 2292-2304, 2019. (SCI Q1 Top, IF=8.182 ) [PDF]

    [11] G. Zhang, Y. Zheng, and G. Xia, “Domain Adaptive Collaborative Representation based Classification,” Multimedia Tools and Applications (MTAP), vol. 78, no. 21, 30175-30196, 2019. (SCI Q3, IF=2.313)

    [10] G. Xia, H. Sun, B. Chen, Q. Liu, L. Feng, G. Zhang, and R. Hang, “Nonlinear low-rank matrix completion for human motion recovery,” IEEE Transactions on Image Processing (TIP), vol. 27, no. 6, pp. 3011-3024, 2018. (SCI Q1 Top, IF=11.041)

    [9] G. Zhang, H. Sun, F. Porikli, Y. Liu, and Q. Sun, “Optimal Couple Projections for Domain Adaptive Sparse Representation-based Classification,” IEEE Transactions on Image Processing (TIP), vol. 26, no. 13, 5922-5935, 2017. (SCI Q1, Top, IF=11.041) [PDF]

    [8] G. Xia, H. Sun, X. Niu, G. Zhang, and L. Feng, “Keyframe extraction for human motion capture data based on joint kernel sparse representation,” IEEE Transactions on Industrial Electronic (TIE), vol. 64, no. 2, 1589-1599, 2017. (SCI Q1, Top, IF=7.515)

    [7] G. Xia, H. Sun, L. Feng, G. Zhang, and Y. Liu, “Human Motion Segmentation via Robust Kernel Sparse Subspace Clustering,” IEEE Transactions on Image Processing (TIP), vol. 27, no. 1, 135-150, 2017. (SCI Q1, Top, IF=11.041)

    [6] G. Zhang, H. Sun, G. Xia, and Q. Sun, “Multiple kernel sparse representation based orthogonal discriminative projection and its cost-sensitive extension,” IEEE Transactions on Image Processing (TIP), vol. 25, no. 9, 4271-4285, 2016. (SCI Q1, Top, IF=11.041)

    [5] G. Xia, H. Sun, G. Zhang, and L. Feng, “Human motion recovery jointly utilizing statistical and kinematic information,” Information Science (IS), vol. 339, 189-205, 2016. (SCI Q1, Top, IF=8.233)

    [4] G. Zhang, H. Sun, Z. Ji, Y. Yuan, and Q. Sun, “Cost-sensitive dictionary learning for face recognition,” Pattern Recognition (PR), vol. 60, 613-629, 2016. (SCI Q1, Top, IF=7.196)

    [3] G. Zhang, H. Sun, G. Xia, and Q. Sun, “Kernel collaborative representation based dictionary learning and discriminative projection,” Neurocomputing , vol. 207, 300-309, 2016. (SCI Q2, IF=5.779)

    [2] G. Zhang, H. Sun, G. Xia, and Q. Sun, “Kernel dictionary learning based discriminant analysis,” Journal of Visual Communication and Image Representation (JVCIR), vol. 40, 470-484, 2016. (SCI Q3, IF=2.479)

    [1] G. Zhang, H. Sun, Z. Ji, and Q. Sun, “Label Propagation based on collaborative representation for face recognition,” Neurocomputing , vol. 171, 1193-1024, 2016. (SCI Q2, IF=5.779)




Conferences:

    [5] Guoqing Zhang, Zhiyuan Luo, Weisi Lin*, and Xuan Jing, “Inter-Intra Camera Identity Learning for Person Re-Identification with Training in Single Camera,” Proceeding of the IEEE International Conference on Multimedia and Expo (ICME), 2023. (CCF-B)

    [4] Yuhao Chen, Guoqing Zhang*, Hongwei Zhang, Yuhui Zheng, and Weisi Lin, “Multi-level Part-aware Feature Disentangling for Text-based Person Search,” Proceeding of the IEEE International Conference on Multimedia and Expo (ICME), 2023. (CCF-B)

    [3] G. Zhang, J. Liu, Y. Chen, Y. Zheng, and H. Zhang, “Multi-biometric Unified Network for Cloth-changing Person Re-Identification,” Proceeding of the IEEE International Conference on Multimedia and Expo (ICME), in Taibei, China, 2022. (CCF-B)

    [2] G. Zhang, Y. Chen, W. Lin*, A. K. Chandran, and J. Xuan, “Low Resolution Information Also Matters: Learning Multi-Resolution Representation for Person Re-identification,” Proceeding of the International Joint Conference on Ariticial Intelligence (IJCAI), in Montreal, Canada, 2021. (CCF-A)

    [1] G. Zhang, Y. Chen, Y. Dai, Y. Zheng, and Y. Wu, “Reference-Aided Part-Aligned Feature Disentangling for Video Person Re-identification,” Proceeding of the IEEE International Conference on Multimedia and Expo (ICME), in Shenzhen, China, 2021. (CCF-B, Poster)


Projects

  • Intelligent Visual Analysis and Management for Airports Based on Human Attention Modelling and Multi-Task Joint Optimization

Services

Membership:

  • IEEE Member
  • JSAI Member (江苏省人工智能学会会员)



Journal Reviewer:

  • IEEE Transacctions on Pattern Analysis and Machine Intelligence (TPAMI)
  • IEEE Transactions on Circuits and Systems for Video Technology (TCSVT)
  • IEEE Transactions on Neural Networks and Learning Systems (TNNLS)
  • IEEE Transactions on Information Forensics and Security (TIFS)
  • IEEE Transacctions on Image Processing (TIP)
  • International Journal of Computer Vision (IJCV)
  • IEEE Access
  • Neurocomputing
  • Pattern Recognition
  • Information Sciences
  • Journal of Visual Communication and Image Representation

Awards