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Dr Zheheng Jiang is a Lecturer (Assistant Professor) in AI for Life Sciences at Â鶹ÊÓƵ, School of Computing and Mathematical Science. Before that, he was a Senior Research Associate at Lancaster University since 2020. He obtained his Ph.D. from the Â鶹ÊÓƵ, under the supervision of Prof. Huiyu Zhou.

His research interests lie in the field of computer vision and machine learning. He has published papers on the top-ranked journals/conferences, including IEEE-TIP, IEEE-TNNL, Pattern Recognition and CVPR.

• Computer Vision: Video Analysis, Action Recognition, Pose Estimation, Graph Matching, Centerline Detection, 3D reconstruction
• Machine Learning: Deep Learning, Self-Supervised Learning, Weakly-Supervised Learning, Graph Learning

Selected Publications:

Jiang, Z., Rahmani, H., Black, S. and Williams, B.M., 2023. A Probabilistic Attention Model with Occlusion-aware Texture Regression for 3D Hand Reconstruction from a Single RGB Image. In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (pp. 758-767)

Jiang, Z., Rahmani, H., Angelov, P., Vyas, R., Zhou, H., Black, S. and Williams, B., 2024. Deep orientated distance-transform network for geometric-aware centerline detection. Pattern Recognition, 146, p.110028.

Jiang, Z., Rahmani, H., Angelov, P., Black, S. and Williams, B.M., 2022. Graph-context attention networks for size-varied deep graph matching. In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (pp. 2343-2352).

Jiang, Z., Zhou, F., Zhao, A., Li, X., Li, L., Tao, D., Li, X. and Zhou, H., 2021. Multi-view mouse social behaviour recognition with deep graphic model. IEEE Transactions on Image Processing, 30, pp.5490-5504.

Jiang, Z., Liu, Z., Chen, L., Tong, L., Zhang, X., Lan, X., Crookes, D., Yang, M.H. and Zhou, H., 2022. Detecting and tracking of multiple mice using part proposal networks. IEEE Transactions on Neural Networks and Learning Systems.