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Dr. Yan Xia
AlumniTechnical University of MunichSchool of Computation, Information and Technology
Informatics 9
Boltzmannstrasse 3
85748 Garching
Germany
Fax: +49-89-289-17757
Mail: Yan.Xia@tum.de
About
My research interests focus on 3D scene understanding, like localization, detection and tracking, shape completion, and segmentation. I am looking for highly self-motivated collaborators, talented and enthusiastic students, who are interested in Autonomous Driving and Robotics. Feel free to get in touch with me via email. Please find more details about my work on my personal webpage
Open Research Projects
Master Thesis / IDP / Guided Research (TUM students only)
I always offer the Master Thesis / IDP / Guided Research project related to 3D scene understanding.
3D Reconstruction and Decomposition with Deep Learning
Imagine the ability to reposition a chair or animate a flying broomstick within a 3D virtual room; such capabilities would provide users with the power to dynamically edit real-world scenarios at their fingertips, offering new perspectives of object visualization. This project aims to markedly enhance the accuracy of decomposition and interpolation in 3D data, by exploring the potential of state-of-the-art techniques.
This project is mentored by me and Dr. Chuanxia Zheng (VGG, University of Oxford).
If you fulfill the following requirements, please contact me and Dr. Chuanxia Zheng (chuanxia.zheng@eng.ox.ac.uk) via email with your CV and transcript.
- Good background in math and excellent grades;
- Self-motivated and strongly interested in publishing top venues like CVPR, NeurIPS, or others.
- Practical Python or C++ programming skills;
- Familiar with Pytorch or Tensorflow deep learning framework;
- Have attended at least one related CV course or seminar.


