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Computer Vision Group
TUM School of Computation, Information and Technology
Technical University of Munich

Technical University of Munich

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Informatik IX
Computer Vision Group

Boltzmannstrasse 3
85748 Garching info@vision.in.tum.de

Follow us on:

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News

26.02.2025

We have twelve papers accepted to CVPR 2025. Check our publication page for more details.

24.10.2024

LSD SLAM received the ECCV 2024 Koenderink Award for standing the Test of Time.

03.07.2024

We have seven papers accepted to ECCV 2024. Check our publication page for more details.

09.06.2024
GCPR / VMV 2024

GCPR / VMV 2024

We are organizing GCPR / VMV 2024 this fall.

04.03.2024

We have twelve papers accepted to CVPR 2024. Check our publication page for more details.

More


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Dr. Yan Xia

AlumniTechnical University of Munich

School 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.

Rechte Seite

Informatik IX
Computer Vision Group

Boltzmannstrasse 3
85748 Garching info@vision.in.tum.de

Follow us on:

YouTube X / Twitter Facebook

News

26.02.2025

We have twelve papers accepted to CVPR 2025. Check our publication page for more details.

24.10.2024

LSD SLAM received the ECCV 2024 Koenderink Award for standing the Test of Time.

03.07.2024

We have seven papers accepted to ECCV 2024. Check our publication page for more details.

09.06.2024
GCPR / VMV 2024

GCPR / VMV 2024

We are organizing GCPR / VMV 2024 this fall.

04.03.2024

We have twelve papers accepted to CVPR 2024. Check our publication page for more details.

More