Publications
For a full list of my publications, please refer to my Google Scholar profile.
Selected Publications
X. Zhang*, Z. Zhao. More effort is needed to protect pedestrian privacy in the era of AI. NeurIPS Position Paper Track, 2025. Oral paper. [PDF]
X. Zhang*, Y. Demiris. Visible and Infrared Image Fusion using Deep Learning, IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 45, no. 8, pp. 10535-10554, 2023. (ESI Highly Cited Paper, ESI Hot Paper)
X. Zhang, Deep Learning-based Multi-focus Image Fusion: A Survey and A Comparative Study, IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 44, No. 9, pp. 4819 – 4838, 2022. [Link] (ESI Highly Cited Paper)
X. Zhang*, P. Angeloudis, Y. Demiris. ST CrossingPose: A Spatial-Temporal Graph Convolutional Network for Skeleton-based Pedestrian Crossing Intention Prediction, IEEE Transactions on Intelligent Transportation Systems, vol. 23, no. 11, pp. 20773-20782, 2022.
X. Zhang*, P. Angeloudis, Y. Demiris. Dual-branch Spatio-Temporal Graph Neural Networks for Pedestrian Trajectory Prediction, Pattern Recognition, vol. 142, 2023.
X. Zhang. Benchmarking and Comparing Multi-exposure Image Fusion Algorithms. Information Fusion, vol. 74, pp. 111-131, 2021. (The first multi-exposure image fusion benchmark) [Benchmark link]
Z. Zhao, X. Zhang*. SSVIF: Self-Supervised Segmentation-Oriented Visible and Infrared Image Fusion. IEEE Transactions on Image Processing, 2026. [Link]
Z. Zhao, A. Howes, X. Zhang*. MultiTaskVIF: Segmentation-oriented visible and infrared image fusion via multi-task learning, IEEE Transactions on Image Processing. [Link]
Z. Zhao, X. Zhang*, Y. Demiris. 3PFS: Protecting pedestrian privacy through face swapping, IEEE Transactions on Intelligent Transportation Systems, vol. 25, no. 11, pp. 16845-16854, 2024.
*indicates corresponding author
Books
- G. Xiao, D.P. Bavirisetti , G. Liu , X. Zhang, Image Fusion, Springer Nature Singapore and Shanghai Jiao Tong University Press, 2020. This book has won the National Science and Technology Academic Publications Fund of China (2019).
- X. Zhang. Intelligence of Fusion: Deep Learning-based Image Fusion (written in Chinese). 2025. This book is available here.
