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Technische Universität München
Picture of Xinyi Li

Xinyi Li

Technical University of Munich

nformatics 6 - Chair of IRobotics, Artificial Intelligence and Real-time Systems (Prof. Knoll)

Postal address

Boltzmannstr. 3
85748 Garching b. München

Place of employment

nformatics 6 - Chair of IRobotics, Artificial Intelligence and Real-time Systems (Prof. Knoll)

Boltzmannstr. 3(5607)/III
85748 Garching b. München

Research Interests

  • Sensor Calibration
  • Pose Estimation
  • Non-convex Optimization
  • Point Cloud Registration

Open Thesis

  • Topic 1: Online calibration of traffic radar and monocular camera
  • Topic 2: Event camera calibration
  • Topic 3: Point cloud registration based on the globally optimal algorithm

Publication

2024

  • Cao, Hu; Zhang, Zehua; Xia, Yan; Li, Xinyi; Xia, Jiahao; Chen, Guang; Knoll, Alois: Embracing Events and Frames with Hierarchical Feature Refinement Network for Object Detection. ECCV, 2024 mehr… BibTeX Volltext ( DOI )
  • Li, Xinyi; Cao, Hu; Liu, Yinlong; Liu, Xueli; Zhang, Feihu; Knoll, Alois: Efficient and Deterministic Search Strategy Based on Residual Projections for Point Cloud Registration With Correspondences. IEEE Transactions on Intelligent Vehicles, 2024, 1-16 mehr… BibTeX Volltext ( DOI )
  • Li, Xinyi; Ma, Zijian; Liu, Yinlong; Zimmer, Walter; Cao, Hu; Zhang, Feihu; Knoll, Alois: Transformation Decoupling Strategy based on Screw Theory for Deterministic Point Cloud Registration with Gravity Prior. IEEE Transactions on Pattern Analysis and Machine Intelligence, 2024, 1-18 mehr… BibTeX Volltext ( DOI )

2023

  • Cao, Hu; Qu, Zhongnan; Chen, Guang; Li, Xinyi; Thiele, Lothar; Knoll, Alois: GhostViT: Expediting Vision Transformers Via Cheap Operations. IEEE Transactions on Artificial Intelligence, 2023, 1-9 mehr… BibTeX Volltext ( DOI )
  • Li, Xinyi; Liu, Yinlong; Lakshminarasimhan, Venkatnarayanan; Cao, Hu; Zhang, Feihu; Knoll, Alois: Globally Optimal Robust Radar Calibration in Intelligent Transportation Systems. IEEE Transactions on Intelligent Transportation Systems, 2023, 1-14 mehr… BibTeX Volltext ( DOI ) Volltext (mediaTUM)
  • Li, Xinyi; Liu, Yinlong; Xia, Yan; Lakshminarasimhan, Venkatnarayanan; Cao, Hu; Zhang, Feihu; Stilla, Uwe; Knoll, Alois: Fast and deterministic (3+1)DOF point set registration with gravity prior. ISPRS Journal of Photogrammetry and Remote Sensing 199, 2023, 118-132 mehr… BibTeX Volltext ( DOI )

2022

  • Zhuang, Genghang; Cagnetta, Carlo; Bing, Zhenshan; Cao, Hu; Li, Xinyi; Huang, Kai; Knoll, Alois: A Biologically-Inspired Global Localization System for Mobile Robots Using LiDAR Sensor. 2022 IEEE Intelligent Vehicles Symposium (IV), IEEE, 2022 mehr… BibTeX Volltext ( DOI ) Volltext (mediaTUM)
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