Xuan Zhu

First-year Ph. D. Student

Victoria University of Wellington, Wellington, New Zealand

Email: xuan.zhu@vuw.ac.nz

Biography

I am a Ph. D. student in Victoria University of Wellington (VUW), supervised by Dr. Fang-Lue Zhang, Prof. Paul Rosin and Prof. Yu-Kun Lai. My current research interests are image/video processing and generation. In 2022, I received my master degree in the Sichuan University (Project 985 in China), supervised by Pro. Wei Li, studying deep learning, image/ video object detection and image video processing.

During the period 2022 to 2023, I have worked in CUHK (SZ) and Westlake University as a Research Assistant, supervised by Prof. Qilin Sun and Prof. Xin Yuan. I studied Computational photography and Video Snapshot Compressive Imaging.

Research Interests: Deep learning, Object detection, Computational photogtaphy, Video/ image processing, Video/ image generation

Skills: Pytorch, Python, Matlab, Protus, AutoCAD, PS, PR, Procreat

Education

🎓 Ph. D., Victoria University of Wellington, Dec. 2023-Present

🎓 M. S., Sichuan University, Sep. 2019-Jun. 2022

🎓 B. S., Hainan University, Sep. 2015-Jun. 2019

Selected Publications

• Zhu, X., Liang, B., Fu, D., Huang, G., Yang, F., Li, W.: Airport Small Object Detection Based on Feature Enhancement. IET Image Process. 16, 2863–2874 (2022).

• Hai Jiang, Xuan Zhu, Ren Yang, Yutong Hao, Fengzhu Zou, Fang Lin and Songchen Han. R2RNet: Low-light. Image Enhancement via Real-low to Real-normal Network. Journal of Visual Communication and Image Representation, 2023.

• Fan Yang, Xiangtong Wang, Xuan Zhu, Binbin Liang, Wei Li. Relation-Based Holistic-Partial Feature Learning Network for Video-Based Person Re-identification. Neurocomputing, 2022, 488: 424-435.

• Fan Yang, Wei Li, Binbin Liang, Songchen Han, Xuan Zhu. Multi-stage Attention Network for Video-based Person Re-identification. IET Comput.Vis. 16 (5), 445–455 (2022).

Awards

• “Huawei Cup” The 17th Chinese Postgraduate Mathematical Modeling Competition (Second Prize)

• “Huawei Cup” The 2nd Chinese Postgraduate Artificial Intelligence Innovation Competition (Third Prize)

• “Flying shark Cup” The 6th Chinese Postgraduate Future Aircraft Innovation Competition (Third Prize)