Xuanyu Zhang
张璇昱
xuanyuzhang
About Me
I am currently a Ph.D. candidate in the School of Information Engineering, supervised by Prof. Yuchao Dai in NPU-CVR (website in Chinese) lab at Northwestern Polytechnical University (NPU), Xi’an, China.
Before that, I received Master degree in Software Engineering at NPU in 2024 and B.E. degree in Software Engineering at XinJiang University in 2020, during which I participated in several student competitions and received the outstanding master degree graduates awards.
My research lies at the intersection of 3D Vision and Low-Level Vision. My research interests include novel view synthesis, image super-resolution, object detection, etc.
News
- [Nov. 2023] Successive postgraduate and doctoral programs of NPU. Thanks to my doctoral advisor!
- [Oct. 2023] One paper named Knowledge Distillation with fast CNN for License Plate Detection is accepted to IEEE Transactions on Intelligent Vehicles (IEEE TIV).
- [Sep. 2023] One paper named Image super-resolution via dynamic network is accepted to CAAI Transactions on Intelligence Technology (CAAI TIT).
- Show more
Publications [ Google Scholar]
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arXiv
arXiv preprint arXiv:2402.15704, 2024. -
IEEE TIV
IEEE Transactions on Intelligent Vehicles (IEEE TIV), 2023. -
CAAI TIT
CAAI Transactions on Intelligence Technology (CAAI TIT), 2023. -
arXiv
arXiv preprint arXiv:2204.13620 (arXiv), 2022.
Project Experience
| Intelligent image processing algorithm software | Oct. 2022 -- Mar. 2023 |
- I am mainly responsible for detecting and tracking targets in videos captured by drones, as well as converting and deploying model formats.
- The main difficulty of my work is to achieve high-precision real-time detection on the end side when both the video background (moving camera) and the detected object are moving simultaneously.
| Research on Intelligent Restoration Methods for Garbage Images in Digital Devices | 2021 -- 2022 |
- Major contributor： Design and implement relevant image denoising networks.
- Related achievements are published via papers.
| Xinjiang Rong Sheng Rui Cheng Intelligent Technology Co., Ltd | Jun. 2018 -- Oct. 2018 |
- Web Engineer & Java Engineer
- Participate in the establishment of the company as a startup member with my teacher. My main responsibility is to develop and design user pages for websites and Android apps.
- Some projects from school, government, and other companys.
- Far away from the current research interest and will not be further introduced.
| Chengdu Shangcheng Technology Co., Ltd. (Summer School) | July. 2019 -- Aug. 2019 |
- Full Stack Developer
- Far away from the current research interest and will not be further introduced.
| Software School Innovation Team | Oct. 2017 -- Jun. 2018 |
- Web Engineer
- Far away from the current research interest and will not be further introduced.
Selected Honors and Awards
| The outstanding master degree graduate of NPU | 2024 |
| The second prize of Graph Convolutional Neural Network Inference Optimization (Central South Division) track in the The 2023 Priority Research Application Competition | 2023 |
| Best oral paper award of The 2023 International Conference on Cyber-Physical Social Intelligence (ICCSI 2023) | 2023 |
| The "Ji Wenmei" Scholarship of NPU | 2023 |
| The Second Prize Scholarship in NPU | 2023 |
| First-Class Academic Scholarships in NPU | 2023 |
| Second-Class Academic Scholarships in NPU | 2021&2022 |
| Excellent postgraduate in NPU | 2022&2023 |
Additional Information
- Review services: IEEE Transactions on Industrial Informatics, etc.
- Skills: Python, C/C++, Java, Matlab, etc.
- Hobbies: Electronics, music, novel.
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