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MagicTZ/README.md

Hi! I'm Zhen Tan (谭臻)

I am currently a Ph.D. candidate at the National University of Defense Technology (NUDT), supervised by Prof. Dewen Hu (CAS Academician) and Assoc. Prof. Xieyuanli Chen. Previously, I obtained my Master's degree from the Technical University of Munich (TUM), guided by Prof. Yusheng Xu, and my Bachelor's degree from Wuhan University (WHU).

My research vision aims to bridge High-Fidelity 3D Vision (NeRF/3DGS) and Embodied Intelligence.
I focus on building robust Spatial Representations and World Models that enable robots to understand and interact with dynamic environments.


πŸ”₯ News

  • 2025.12: πŸŽ‰πŸŽ‰ One Paper accepted to RA-L 2025!
  • 2025.10: πŸ†πŸ† Champion of the IROS 2025 EvSLAM Challenge!
  • 2025.06: πŸŽ‰πŸŽ‰ One Paper accepted to IROS 2025!
  • 2025.01: πŸŽ‰πŸŽ‰ One Paper accepted to ICRA 2025!
  • 2024.06: πŸŽ‰πŸŽ‰ One Paper accepted to IROS 2024!

πŸ“ Publications

(* denotes equal contribution.)

RA-L 2025

TVG-SLAM: Robust Gaussian Splatting SLAM with Tri-view Geometric Constraints
Paper

  • Proposed a tri-view geometric constraint to stabilize 3DGS in texture-less or repetitive regions.
  • Achieved tightly-coupled optimization of tracking & mapping for robust outdoor SLAM.

IROS 2025

Tracking Any Point with Frame-Event Fusion Network at High Frame Rate
PDF

  • Fuses RGB frames and event cameras for high-speed point tracking.
  • Ensures tracking robustness under rapid motion.

ICRA 2025

HGSLoc: 3DGS-based Heuristic Camera Pose Refinement
PDF

  • Designed a heuristic pose refinement module with 3DGS as dense prior.
  • Improves long-term relocalization stability.

IROS 2024

TD-NeRF: Truncated Depth Prior for Joint Pose & NeRF Optimization
PDF

  • Removes NeRF’s dependency on COLMAP poses via depth priors.
  • Enables high-quality pose-free NeRF reconstruction.

πŸŽ– Honors & Awards

  • 2025, Champion β€” IROS 2025 EvSLAM Challenge
  • 2025, Second-class Scholarship
  • 2022, Freshman Scholarship of NUDT (First Prize)
  • 2021, Munich Innovation Challenge β€” 1st Place
  • 2017, Remote Sensing Star (Top 10), WHU

πŸ“– Educations

  • Ph.D., Control Science & Engineering, NUDT (2022–Present)
  • M.Sc., Geodesy & Geoinformation, TUM (2018–2022)
  • B.Eng., Photogrammetry & Remote Sensing, WHU (2014–2018)

πŸ’¬ Hobbies

  • Sports: Football (University Captain), Skiing, Basketball, Taekwondo
  • Arts: Dance, Films
  • Travel: Exploring cultures

πŸ‘€ Total Views: Β Β  🧍 Visitors:

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  1. nubot-nudt/TD-NeRF nubot-nudt/TD-NeRF Public

    [IROS24] TD-NeRF: Novel Truncated Depth Prior for Joint Camera Pose and Neural Radiance Field Optimization

    21

  2. awesome-3d-multi-object-tracking-autonomous-driving awesome-3d-multi-object-tracking-autonomous-driving Public

    A summary and list of open source 3D multi object tracking and datasets at this stage.

    42 8

  3. 3D-Point-Cloud-Algorithm_tz 3D-Point-Cloud-Algorithm_tz Public

    Python 13 3

  4. UNG-GS_release UNG-GS_release Public

    The official implementation of "Uncertainty-Aware Normal-Guided Gaussian Splatting for Surface Reconstruction from Sparse Image Sequences"

    9 1