Peng Zhang Ph.D, Associate Professor Department of Artificial Intelligence, Shandong University of Science and Technology Office: J13-322, 579 Qianwangang Road, Qingdao, 266590 Email: pengzhang.sdu [at] gmail.com CV • Google Scholar • Github• 主页

About Me

Greetings! I am an associate professor in Shandong University of Science and Technology (SDUST). I received my PhD degree from University of Technology Sydney (UTS) supervised by A/Prof. Qiang Wu and Dr. Jingsong Xu in Aug. 2020. Before that, I received B.E. and M.E. from Shandong University supervised by Prof. Xianye Ben in 2013 and 2016, respectively. Besides, I am a visiting student at Xi'an Jiaotong University during Aug. 2010 - Jul. 2011. My research interest includes gait recognition, person re-identification and generative adversarial networks, etc.

News

• [2024/05/10] 1 paper about micro-expression recognition is accepted to IEEE Trans. Affective Computing.
• [2024/03/16] I paper is accepted to IJCNN 2024.
• [2022/11/23] I am invited as a reviewer for 2023 IEEE Conference on Acoustics, Speech and Signal Processing (ICASSP 2023).
• [2022/10/30] 1 co-authered paper is accepted to IEEE Trans. KDE, congrats to Dr. Li.
• [2022/10/02] 1 co-authored paper is accepted to Pattern Recognition Letters(PRL).
• [2022/08/16] I am invited as a TPC member for AAAI-2023.
• [2022/04/28] 1 paper is accepted to IEEE Trans. MM.
• [2022/02/28] CFP: We organized a special issue named "视频监控下的身份识别技术" on 《中国图象图形学报》
• [2022/02/28] CFP: We organize a special issue named "Computational Intelligence in Image Processing and Pattern Recognition" on mathmetics
• [2022/02/28] CFP: We organize a special issue named "Deep Learning for Facial Expression Analysis" on applied sciences

Academic Services

Teaching

• Cognitive Computing (including experiments), Bachelor Class
• Computional Intelligence, Bachelor Class
• Deep Learning, Postgraduate Class
• Machine Learning, Postgraduate Class
• Machine Learning Theory, PhD Class, 2020
• Machine Learning, On-job Postgraduate Class

Project

• Elite Talent Program of SDUST, PI, 2020.11-2025.11
• Natural Science Foundation of Shandong Province for Younth, PI, 2022.01-2024.12
• National Natural Science Foundation of China Younth Project, PI, 2023.01-2025.12

All Publications Show selected

Selected Publications Show all

Journals

Improving Disentangled Representation Learning for Gait Recognition using Group Supervision.
Lingxiang Yao, Worapan Kusakunniran, Peng Zhang, Qiang Wu, Jian Zhang.
IEEE Transactions on Multimedia, 2021.
[PDF]

Alleviating Modality Bias Training for Infrared-Visible Person Re-identification.
Yan Huang, Qiang Wu, Jingsong Xu, Yi Zhong, Peng Zhang, Zhaoxiang Zhang.
IEEE Transactions on Multimedia, 2021, Early Access.
[PDF]

Beyond Madality Alignment: Learning Part-level representation for Visible-infrared Person Re-identification.
Peng Zhang, Qiang Wu, Xunxiang Yao, Jingsong Xu.
Image and Vision Computing, 2021, Early Access.
[PDF]

Learning Spatial-temporal Representations over Walking Tracklet for Long-term Person Re-Identification in The Wild.
Peng Zhang, Jingsong Xu, Qiang Wu, Yan Huang, Xianye Ben.
IEEE Transactions on Multimedia, 2020, Early Access.
[PDF]

Weighted Adaptive Image Super-Resolution Scheme based on Local Fractal Feature and Image Roughness.
Xunxiang Yao, Qiang Wu, Peng Zhang, Fangxun Bao.
IEEE Transactions on Multimedia, 2020, Early Access.
[PDF]

Beyond Scalar Neuron: Adopting Vector-Neuron Capsules for Long-Term Person Re-Identification.
Yan Huang, Jingsong Xu, Qiang Wu, Yi Zhong, Peng Zhang, Zhaoxiang Zhang.
IEEE Transactions on Circuits and Systems for Video Technology, 2019, Early Access.
[PDF]

Top-Push Constrained Modality-Adaptive Dictionary Learning for Cross-Modality Person Re-Identification.
Peng Zhang, Jingsong Xu, Qiang Wu, Yan Huang, Jian Zhang.
IEEE Transactions on Circuits and Systems for Video Technology, 2019, Early Access.
[PDF]

A General Tensor Representation Framework for Cross-view Gait Recognition.
Xianye Ben, Peng Zhang, Zhihui Lai, Rui Yan, Xinliang Zhai, Weixiao Meng.
Pattern Recognition, 2019.
[PDF]

Coupled Patch Alignment for Matching Cross-View Gaits.
Xianye Ben, Chen Gong, Peng Zhang, Xitong Jia, Qiang Wu, Weixiao Meng.
IEEE Transactions on Image Processing, 2019.
[PDF]

Coupled Bilinear Discriminant Projection for Cross-view Gait Recognition.
Xianye Ben, Chen Gong, Peng Zhang, Rui Yan, Qiang Wu, Weixiao Meng.
IEEE Transactions on Circuits and Systems for Video Technology, 2019.
[PDF]

Adaptive Rational Fractal Interpolation Function for Image Super-resolution via Local Fractal Analysis.
Xunxiang Yao, Qiang Wu, Peng Zhang, Fangxun Bao.
Image and Vision Computing, 2019.
[PDF]

Gait Recognition And Micro-expression Recognition Based on Maximum Margin Projection with Tensor Representation.
Xianye Ben, Peng Zhang, Rui Yan, Mingqiang Yang, Guodong Ge.
Neural Computing and Applications, 2016.
[PDF]

On The Distance Metric Learning Between Cross-domain Gaits.
Xianye Ben, Peng Zhang, Weixiao Meng, Rui Yan, Mingqiang Yang, Wenhe Liu, Hui Zhang.
Neurocomputing, 2016.
[PDF]

Micro-expression Recognition System.
Peng Zhang, Xianye Ben, Rui Yan, Chen Wu, Chang Guo.
Optik, 2016.
[PDF]

Coupled Marginal Discriminant Mappings for Low-resolution Face Recognition.
Peng Zhang, Xianye Ben, Wei Jiang, Rui Yan, Yiming Zhang.
Optik, 2015.
[PDF]

Orthogonal Multilinear Discriminant Analysis And Its Subblock Tensor Analysis Version.
Xianye Ben, Mingyan Jiang, Rui Yan, Weixiao Meng, Peng Zhang.
Optik, 2015.
[PDF]

Conferences

VT-GAN: View Transformation GAN for Gait Recognition Across View.
Peng Zhang, Qiang Wu, Jingsong Xu.
The International Joint Conference on Neural Network(IJCNN), 2019, Oral.
[PDF][PPT]

VN-GAN: Identity-preserved Variation Normalizing GAN for Gait Recognition.
Peng Zhang, Qiang Wu, Jingsong Xu.
The International Joint Conference on Neural Network(IJCNN), 2019.
[PDF][Poster]

Long-term Person Re-identification Using True Motion from Videos
Peng Zhang, Qiang Wu, Jingsong Xu, Jian Zhang.
IEEE Winter Conference on Applications of Computer Vision (WACV), 2018.
[PDF][Oral][PPT][Poster]

A Virtual Instrument for Diagnosis to Substation Grounding Grids in Harsh Electromagnetic Environment.
Hengli Song, Haobin Dong, Peng Zhang.
IEEE International Instrumentation And Measurement Tchnology Conference (I2MTC), 2017.
[PDF]

Multilinear Mean Component Analysis for Gait Recognition.
Yawei Tian, Xianye Ben, Peng Zhang.
The 26th Chinese Control and Decision Conference (CCDC), 2014.
[PDF]