Hi! I’m Zhengyu Zhang, welcome to my homepage!

I’m currently an Assistant Professor with the School of Electronics and Communication Engineering, Guangzhou University, Guangzhou, China. I received the B.E. degree from Guangzhou University, Guangzhou, China, the M.E. degree from Shenzhen University, Shenzhen, China, and the Ph.D. degree from the National Institute of Applied Sciences, Rennes, France, in 2018, 2021, and 2024, respectively. My research interests include image/video quality assessment, 3D reconstruction, light field imaging, visual perception, and deep learning. I has published 20+ papers in top journals and conferences, including TIP, TMM, TCSVT, and JSTSP. I am currently leading the research projects funded by the National Natural Science Foundation of China and the Natural Science Foundation of Guangdong Province.

🎓 Educations

2021/10 - 2024/07, Ph.D. National Institute of Applied Sciences, Rennes, France.
2018/09 - 2021/06, M.E. Shenzhen University, Shenzhen, China.
2014/09 - 2018/06, B.E. Guangzhou University, Guangzhou, China.

🔥 Selected Publications

Journal:

Zhengyu Zhang, Shishun Tian, Jianjun Xiang, Wenbin Zou, Luce Morin, Lu Zhang, Blind Light Field Image Quality Assessment using Multiplane Texture and Multilevel Wavelet Information, IEEE Transactions on Broadcasting, 2025. (PDF, Code)
Zhengyu Zhang, Shishun Tian, Jinjia Zhou, Luce Morin, Lu Zhang, A New Benchmark Database and Objective Metric for Light Field Image Quality Evaluation, IEEE Transactions on Circuits and Systems for Video Technology, 2025. (PDF, Dataset & Code)
Yuhang Zhang, Zhengyu Zhang, Muxin Liao, Shishun Tian, Wenbin Zou, Chen Xu, Prototypical Progressive Alignment and Reweighting for Generalizable Semantic Segmentation. IEEE Transactions on Intelligent Transportation Systems, 2025. (PDF)
Shishun Tian, Tiantian Zeng, Zhengyu Zhang, Wenbin Zou, Xia Li, Dual Residual-Guided Interactive Learning for the Quality Assessment of Enhanced Images, IEEE Transactions on Multimedia, 2025. (PDF, Code)
Zhengyu Zhang, Shishun Tian, Yuhang Zhang, Wenbin Zou, Luce Morin, Lu Zhang, Blind Perceptual Quality Assessment of LFI based on Angular-Spatial Effect Modeling, IEEE Transactions on Broadcasting, 2024. (PDF)
Yuhang Zhang, Zhengyu Zhang, Muxin Liao, Shishun Tian, Rong You, Wenbin Zou, Chen Xu, Video Generalized Semantic Segmentation via Non-Salient Feature Reasoning and Consistency, Knowledge-Based Systems, 2024. (PDF)
Yuhang Zhang, Shishun Tian, Muxin Liao, Zhengyu Zhang, Wenbin Zou, Chen Xu, Fine-Grained Self-Supervision for Generalizable Semantic Segmentation, IEEE Transactions on Circuits and Systems for Video Technology, 2024. ([PDF)
Zhengyu Zhang, Shishun Tian, Wenbin Zou, Luce Morin, Lu Zhang, EDDMF: An Efficient Deep Discrepancy Measuring Framework for Full-Reference Light Field Image Quality Assessment, IEEE Transactions on Image Processing, 2023. (PDF)
Zhengyu Zhang, Shishun Tian, Wenbin Zou, Luce Morin, Lu Zhang, PVBLiF: A Pseudo Video-based Blind Quality Assessment Metric for Light Field Image, IEEE Journal of Selected Topics in Signal Processing, 2023. (PDF, Code)
Wenbin Zou, Zhengyu Zhang, Yingqing Peng, Canqun Xiang, Shishun Tian, Lu Zhang, SC-RPN: A Strong Correlation Learning Framework for Region Proposal, IEEE Transactions on Image Processing, 2021. (PDF)

Conference:

Shishun Tian, Zhiwei Lan, Zhengyu Zhang, Ting Su, Xia Li, Lu Zhang, Semantic-Guided Residual Learning for the Quality Assessment of Enhanced Images, IEEE International Conference on Multimedia and Expo (ICME), 2025.
Jianjun Xiang, Yuanjie Dang, Peng Chen, Ronghua Liang, Ruohong Huan, Zhengyu Zhang, Spatial-Angular Quality-Aware Representation Learning for Blind Light Field Image Quality Assessment. ACM International Conference on Multimedia (ACMMM), 2023. (PDF)
Zhengyu Zhang, Shishun Tian, Wenbin Zou, Yuhang Zhang, Luce Morin, Lu Zhang, Blind Quality Assessment of Light Field Image based on Spatio-Angular Textural Variation, IEEE International Conference on Image Processing (ICIP), 2023. (PDF, Code)
Zhengyu Zhang, Shishun Tian, Wenbin Zou, Luce Morin, Lu Zhang, Deeblif: Deep Blind Light Field Image Quality Assessment by Extracting Angular and Spatial Information, IEEE International Conference on Image Processing (ICIP), 2022. (PDF, Code)

📑‍ Academic Services

Journal Reviewer: TIP, TMM, TCSVT, JSTSP, TBC, etc.
Conference Reviewer: CVPR, ICME, ICIP, ICASSP, etc.

👨🏻‍💻‍ Teaching

Probability, Statistics, and Stochastic Processes (2025 Spring)
Advanced Programming with Python (2025 Fall)