01
About
I'm Tony Danjun Wang (王丹君), a PhD Student at the Chair of Computer-Aided Medical Procedures (CAMP) at the Technical University of Munich, supervised by Prof. Nassir Navab. I work on multi-camera 3D perception and generative modeling: understanding people and scenes in 3D, often in the operating room.
Away from research, I spend my time at the piano, in the pool, and occasionally on call as a trained paramedic. More in Off-Hours. •ᴗ•
Looking for a thesis project or interested in a collaboration? Feel free to reach out:
02
Education
PhD Computer Science
03
News
- May 2026MICCAITopoOR: A Unified Topological Scene Representation for the Operating RoomOur paper was selected for early acceptance at MICCAI 2026.
- Apr 2026ICMLDisPOSE: Projected Polystochastic Diffusion for Self-Supervised Multi-View 3D Human Pose EstimationOur paper was accepted to ICML 2026.
- Jan 2026arXivCOMPOSE: Hypergraph Cover Optimization for Multi-view 3D Human Pose EstimationOur preprint is available on arXiv.
- Sep 2025AwardTrackOROur paper received the Best Paper Award at the COLAS workshop at MICCAI 2025.
- Aug 2025MICCAI-WMitigating Biases in Surgical Operating Rooms with GeometryOur extended abstract was accepted for an oral presentation at COLAS / MICCAI 2025.
- Aug 2025MICCAI-WTrackOR: Towards Personalized Intelligent Operating Rooms Through Robust TrackingOur paper was accepted to COLAS / MICCAI 2025.
- Jun 2025MedIABeyond Role-Based Surgical Domain ModelingOur paper was accepted to Medical Image Analysis.
- Jan 2025TMIContext-Aware Real-Time Semantic View Expansion of Intraoperative 4D OCTOur paper was accepted to IEEE Transactions on Medical Imaging.
- Jun 2023MICCAISegmentOROur paper was accepted to MICCAI 2023.
- Apr 2023IPCAIDisguisOROur paper was accepted to IPCAI 2023.
04
Publications
Peer-reviewed
- selected
TopoOR: A Unified Topological Scene Representation for the Operating Room
MICCAI 2026·ConferencePDFEarly Acceptance (Top 9%)@inproceedings{wang2026topoor, title={TopoOR: A Unified Topological Scene Representation for the Operating Room}, author={Wang, Tony Danjun and Kim, Ka Young and Birdal, Tolga and Navab, Nassir and Bastian, Lennart}, booktitle={International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI)}, year={2026}, organization={Springer} } - selected
DisPOSE: Projected Polystochastic Diffusion for Self-Supervised Multi-View 3D Human Pose Estimation
ICML 2026·Conference@inproceedings{wang2026dispose, title={DisPOSE: Projected Polystochastic Diffusion for Self-Supervised Multi-View 3D Human Pose Estimation}, author={Wang, Tony Danjun and Birdal, Tolga and Navab, Nassir and Bastian, Lennart}, booktitle={International Conference on Machine Learning (ICML)}, year={2026} } - selected
Beyond Role-Based Surgical Domain Modeling: Generalizable Re-Identification in the Operating Room
Medical Image Analysis (MedIA), 2025·Journal · IF 10.7@article{wang2025beyond, title={Beyond Role-Based Surgical Domain Modeling: Generalizable Re-Identification in the Operating Room}, author={Wang, Tony Danjun and Bastian, Lennart and Czempiel, Tobias and Heiliger, Christian and Navab, Nassir}, journal={Medical Image Analysis}, volume={105}, pages={103687}, year={2025}, publisher={Elsevier}, doi={10.1016/j.media.2025.103687} } Non-intrusive Body Composition Assessment from Full-body mmWave Scans
MICCAI 2026·ConferencePDFEarly Acceptance (Top 9%)@inproceedings{senne2026bodycomposition, title={Non-intrusive Body Composition Assessment from Full-body mmWave Scans}, author={Senne, Miriam and Killeen, Benjamin D. and Wang, Tony Danjun and Navab, Nassir}, booktitle={International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI)}, year={2026}, organization={Springer} }Context-Aware Real-Time Semantic View Expansion of Intraoperative 4D OCT
IEEE Transactions on Medical Imaging (TMI), 2025·Journal · IF 9.8@article{sommersperger2025oct, title={Context-Aware Real-Time Semantic View Expansion of Intraoperative 4D OCT}, author={Sommersperger, Michael and Matten, Philipp and Wang, Tony Danjun and Dehghani, Shervin and Nienhaus, Jonas and Roodaki, Hessam and Drexler, Wolfgang and Leitgeb, Rainer A. and Schmoll, Tilman and Navab, Nassir}, journal={IEEE Transactions on Medical Imaging}, year={2025}, publisher={IEEE} }SegmentOR: Obtaining Efficient Operating Room Semantics through Temporal Propagation
MICCAI 2023·Conference@inproceedings{bastian2023segmentor, title={SegmentOR: Obtaining Efficient Operating Room Semantics through Temporal Propagation}, author={Bastian, Lennart and Derkacz-Bogner, Daniel and Wang, Tony Danjun and Czempiel, Tobias and Busam, Benjamin and Navab, Nassir}, booktitle={International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI)}, pages={56--66}, year={2023}, organization={Springer}, doi={10.1007/978-3-031-43996-4_6} }DisguisOR: Holistic Face Anonymization in the Operating Room
IPCAI 2023·Conference@article{bastian2023disguisor, title={DisguisOR: Holistic Face Anonymization in the Operating Room}, author={Bastian, Lennart and Wang, Tony Danjun and Czempiel, Tobias and Busam, Benjamin and Navab, Nassir}, journal={International Journal of Computer Assisted Radiology and Surgery}, note={Presented at IPCAI 2023}, year={2023}, publisher={Springer} }
Preprints & workshops
COMPOSE: Hypergraph Cover Optimization for Multi-view 3D Human Pose Estimation
arXiv preprint, 2026·Preprint@article{wang2026compose, title={COMPOSE: Hypergraph Cover Optimization for Multi-view 3D Human Pose Estimation}, author={Wang, Tony Danjun and Birdal, Tolga and Navab, Nassir and Bastian, Lennart}, journal={arXiv preprint arXiv:2601.09698}, year={2026} }TrackOR: Towards Personalized Intelligent Operating Rooms Through Robust Tracking
COLAS Workshop @ MICCAI 2025 · Full Paper·Workshop@inproceedings{wang2025trackor, title={TrackOR: Towards Personalized Intelligent Operating Rooms Through Robust Tracking}, author={Wang, Tony Danjun and Heiliger, Christian and Navab, Nassir and Bastian, Lennart}, booktitle={International Workshop on Collaborative Intelligence and Autonomy in Image-Guided Surgery}, pages={53--63}, year={2025}, organization={Springer} }Mitigating Biases in Surgical Operating Rooms with Geometry
COLAS Workshop @ MICCAI 2025 · Extended Abstract·Workshop@article{wang2025mitigating, title={Mitigating Biases in Surgical Operating Rooms with Geometry}, author={Wang, Tony Danjun and Czempiel, Tobias and Navab, Nassir and Bastian, Lennart}, journal={arXiv preprint arXiv:2508.08028}, year={2025} }
05
Awards
- Sep 2025Best Paper AwardCOLAS Workshop @ MICCAI 2025
- Mar 2024Bachelor Thesis PrizeDeutsche Gesellschaft für Digitale Medizin
- Oct 2023Germany's National ScholarshipDeutschlandstipendium
- Oct 2022Germany's National ScholarshipDeutschlandstipendium
06
Off-Hours
Piano
14+ yearsPlayed seriously enough to compete on the national level.
Paramedic
CertifiedTrained and certified as a paramedic in Germany.
Swimming
Former coachWorked as a swim coach. Still in the pool most weeks.
Tutoring
CS · mathTutored for years, mostly CS and maths fundamentals. Teaching keeps you honest about what you actually understand.
Cinema
35mmCard-carrying cinephile. I'd rather see something on the big screen than stream it at home.