Tuna Gurbuz

Computer Vision Researcher

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Munich, Germany

I am a researcher focused on the spatial understanding of the operating room and its dynamic 3D reconstruction. Previously, I completed my Master’s degree at the Technical University of Munich (TUM), where I worked on machine learning, signal representations, and semantic scene understanding.

During my Master’s, I completed two research projects: PanORama, in collaboration with Ege Ozsoy under the supervision of Prof. Nassir Navab, and TransPNPC, during a research internship at the Huawei Research Center Munich.

News

Jul 01, 2026 I started my PhD at the Max Planck Institute for Intelligent Systems in the Optics and Sensing Lab (OSLab), where I am supervised by Dr. Senya Polikovsky and Prof. Dr. Xucong Zhang. My research focuses on multiview gaze estimation through the use of social interactions.
Apr 21, 2026 TransPNPC got accepted in IEEE Sensor Array and Multichannel Signal Processing (SAM) 2026.
Jan 30, 2026 TransPNPC paper is submitted to 2026 IEEE Sensor Array and Multichannel Signal Processing Workshop (SAM).
Nov 07, 2025 Completed my master’s studies at the Technical University of Munich with high distinction.

Publications

  1. arXiv
    PanORama.webp
    PanORama: Multiview Consistent Panoptic Segmentation in Operating Rooms
    Tuna Gürbüz, Ege Özsoy, Tony Danjun Wang, and 1 more author
    2026
  2. SAM
    TransPNPC: Transformer-based Deep Unfolding for Phase Noise Parameter Compensation in Beamspace DOA Estimation
    Chi Wang, Zhibin Yu, Tuna Gürbüz, and 3 more authors
    2026
    IEEE Sensor Array and Multichannel Signal Processing (SAM) 2026