Timo Bolkart

Perceiving Systems Research Scientist Alumni

My research is in the areas of computer vision, computer graphics, and machine learning. My research focus is on understanding the shape and deformations of complex 3-dimensional objects like human bodies and human faces. I am especially interested in non-rigid shape analysis, statistical modeling of various kinds of shapes, the analysis of 3D motion data, and a wide variety of topics related to 3D geometry.

For more details, including a complete list of publications (including all pre-prints), available software, and available data related to previous projects, please visit https://sites.google.com/site/bolkartt

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Perceiving Systems Conference Paper AMUSE: Emotional Speech-driven 3D Body Animation via Disentangled Latent Diffusion Chhatre, K., Daněček, R., Athanasiou, N., Becherini, G., Peters, C., Black, M. J., Bolkart, T. In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 1942-1953, June 2024 (Published) Project Paper Code URL BibTeX
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Perceiving Systems Conference Paper SCULPT: Shape-Conditioned Unpaired Learning of Pose-dependent Clothed and Textured Human Meshes Sanyal, S., Ghosh, P., Yang, J., Black, M. J., Thies, J., Bolkart, T. In IEEE/CVF Conf. on Computer Vision and Pattern Recognition (CVPR), 2362-2371, CVPR, June 2024 (Published) Project page Data Code Video Arxiv DOI URL BibTeX
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Perceiving Systems Conference Paper Emotional Speech-Driven Animation with Content-Emotion Disentanglement Daněček, R., Chhatre, K., Tripathi, S., Wen, Y., Black, M. J., Bolkart, T. In SIGGRAPH Asia 2023 Conference Papers, ACM, SIGGRAPH Asia, December 2023 (Published) arXiv DOI URL BibTeX
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Perceiving Systems Conference Paper Generating Holistic 3D Human Motion from Speech Yi, H., Liang, H., Liu, Y., Cao, Q., Wen, Y., Bolkart, T., Tao, D., Black, M. J. In IEEE/CVF Conf. on Computer Vision and Pattern Recognition (CVPR), 469-480, CVPR, June 2023 (Published) project SHOW code TalkSHOW code arXiv paper BibTeX
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Perceiving Systems Conference Paper Instant Multi-View Head Capture through Learnable Registration Bolkart, T., Li, T., Black, M. J. In IEEE/CVF Conf. on Computer Vision and Pattern Recognition (CVPR), 768-779, CVPR, June 2023 (Published) project video paper sup. mat. poster BibTeX
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Neural Capture and Synthesis Perceiving Systems Conference Paper Instant Volumetric Head Avatars Zielonka, W., Bolkart, T., Thies, J. In IEEE/CVF Conf. on Computer Vision and Pattern Recognition (CVPR), 4574-4584, CVPR, June 2023 (Published) pdf project video code face tracker code dataset DOI URL BibTeX
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Perceiving Systems Conference Paper On Fairness in Face Albedo Estimation Feng, H., Bolkart, T., Tesch, J., Black, M. J., Abrevaya, V. In PROCEEDINGS SIGGRAPH 2022 TALKS, PROCEEDINGS SIGGRAPH 2022 TALKS, 1-2, SIGGRAPH, 2023 (Published) DOI URL BibTeX

Perceiving Systems Conference Paper Capturing and Animation of Body and Clothing from Monocular Video Feng, Y., Yang, J., Pollefeys, M., Black, M. J., Bolkart, T. In Proceedings SIGGRAPH Asia 2022 Conference Papers Proceedings (SA ’22 2022) , SIGGRAPH Asia 2022 Conference Papers Proceedings (SA'22) , December 2022 (Published) project code pdf DOI URL BibTeX
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Neural Capture and Synthesis Perceiving Systems Conference Paper Towards Metrical Reconstruction of Human Faces Zielonka, W., Bolkart, T., Thies, J. In Computer Vision – ECCV 2022, 13:250-269, Lecture Notes in Computer Science, 13673, (Editors: Avidan, Shai and Brostow, Gabriel and Cissé, Moustapha and Farinella, Giovanni Maria and Hassner, Tal), Springer, Cham, 17th European Conference on Computer Vision (ECCV 2022), October 2022 (Published) pdf project video code DOI URL BibTeX
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Perceiving Systems Conference Paper Towards Racially Unbiased Skin Tone Estimation via Scene Disambiguation Feng, H., Bolkart, T., Tesch, J., Black, M. J., Fernandez Abrevaya, V. In Computer Vision – ECCV 2022, 13:72-90, Lecture Notes in Computer Science, 13673, (Editors: Avidan, Shai and Brostow, Gabriel and Cissé, Moustapha and Farinella, Giovanni Maria and Hassner, Tal), Springer, Cham, 17th European Conference on Computer Vision (ECCV 2022), October 2022 (Published) pdf project code DOI URL BibTeX
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