Marilyn Keller | Perceiving Systems – Max Planck Institute for Intelligent Systems

Institute Homepage

Institute Homepage Sign In

Marilyn Keller

Office: N3.004 Max-Planck-Ring 4 72076 Tübingen [email protected]

More Website Google Scholar GitHub Linkedin X

I am a final-year Ph.D. student at the Max Planck Institute for Intelligent Systems, advised by Professors Sergi Pujades and Michael J. Black. My research focuses on predicting human anatomy from 3D body shapes. During my Ph.D., I also worked at Stanford under the supervision of Karen Liu. I hold a double Master of Science degree from the Karlsruhe Institute of Technology and Grenoble INP Phelma, and I interned at INRIA Grenoble with the MORPHEO team and BBC R&D. Besides digital human modeling, I have also been working on 3D reconstruction, realistic rendering, and virtual reality.

	
		OSZAR »

`; return; } if (tabId === 'publicatons') { // Fix spelling here contentDiv.innerHTML = `

Perceiving Systems Ph.D. Thesis Beyond the Surface: Statistical Approaches to Internal Anatomy Prediction Keller, M. University of Tübingen, November 2024 (Published) pdf URL BibTeX

Perceiving Systems Conference Paper On predicting 3D bone locations inside the human body Dakri, A., Arora, V., Challier, L., Keller, M., Black, M. J., Pujades, S. In 26th International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI), October 2024 (Published) Project page BibTeX

Perceiving Systems Conference Paper HIT: Estimating Internal Human Implicit Tissues from the Body Surface Keller, M., Arora, V., Dakri, A., Chandhok, S., Machann, J., Fritsche, A., Black, M. J., Pujades, S. In IEEE/CVF Conf. on Computer Vision and Pattern Recognition (CVPR), 3480-3490, CVPR, June 2024 (Published) Project page Paper DOI URL BibTeX

Perceiving Systems Article From Skin to Skeleton: Towards Biomechanically Accurate 3D Digital Humans Keller, M., Werling, K., Shin, S., Delp, S., Pujades, S., Liu, C. K., Black, M. J. ACM Transactions on Graphics (TOG), ACM Transactions on Graphics (TOG), 42(6):253:1-253:15, ACM New York, NY, USA, December 2023 (Published) Project Page Paper DOI URL BibTeX

Perceiving Systems Conference Paper Optimizing the 3D Plate Shape for Proximal Humerus Fractures Keller, M., Krall, M., Smith, J., Clement, H., Kerner, A. M., Gradischar, A., Schäfer, Ü., Black, M. J., Weinberg, A., Pujades, S. International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 487-496, Springer, MICCAI, October 2023 (Published) Project page Code Paper Poster DOI URL BibTeX

Perceiving Systems Conference Paper OSSO: Obtaining Skeletal Shape from Outside Keller, M., Zuffi, S., Black, M. J., Pujades, S. In 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR 2022), 20460-20469, IEEE, Piscataway, NJ, IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR 2022), June 2022 (Published) Project page Paper Sup. Mat. DOI URL BibTeX

Perceiving Systems Conference Paper Learning a statistical full spine model from partial observations Meng, D., Keller, M., Boyer, E., Black, M., Pujades, S. In Shape in Medical Imaging, 122-133, Lecture Notes in Computer Science, 12474, (Editors: Reuter, Martin and Wachinger, Christian and Lombaert, Hervé and Paniagua, Beatriz and Goksel, Orcun and Rekik, Islem), Springer, Cham, International Workshop on Shape in Medical Imaging (ShapeMI 2020), October 2020 (Published) Gitlab Code PDF DOI BibTeX

Conference Paper Obstacles Awareness Methods from Occupancy Map for Free Walking in VR Keller, M., Tchilinguirian, T. In Proceedings IEEE Conference on Virtual Reality and 3D User Interfaces (VR) , 1012-1013, IEEE, 2019 IEEE Conference on Virtual Reality and 3D User Interfaces (VR), March 2019 Paper Paper Poster DOI BibTeX

Proceedings Game room map integration in virtual environments for free walking Keller, M., Exposito, F. 763-764, 2018 Paper DOI BibTeX

`; return; } fetch(`/people/fetch_tab_content/${tabId}`) .then(response => { if (!response.ok) { throw new Error('Failed to load content'); } return response.json(); }) .then(data => { // Update the content div with the fetched content contentDiv.innerHTML = `${data.content}`; // contentElement.innerHTML = data.rendered_content; }) .catch(error => { console.error('Error:', error); contentDiv.innerHTML = '

Error loading content. Please try again later.

'; }); }