Timo Bolkart

Perceiving Systems Research Scientist Alumni

Perceiving Systems Conference Paper Monocular Expressive Body Regression through Body-Driven Attention Choutas, V., Pavlakos, G., Bolkart, T., Tzionas, D., Black, M. J. In Computer Vision - ECCV 2020, 10:20-40, Lecture Notes in Computer Science, 12355, (Editors: Vedaldi, Andrea and Bischof, Horst and Brox, Thomas and Frahm, Jan-Michael), Springer, Cham, 16th European Conference on Computer Vision (ECCV 2020), August 2020 (Published) code Short video Long video arxiv pdf suppl DOI URL BibTeX
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Perceiving Systems Conference Paper STAR: Sparse Trained Articulated Human Body Regressor Osman, A. A. A., Bolkart, T., Black, M. J. In Computer Vision - ECCV 2020, 6:598-613, Lecture Notes in Computer Science, 12351, (Editors: Vedaldi, Andrea and Bischof, Horst and Brox, Thomas and Frahm, Jan-Michael), Springer, Cham, 16th European Conference on Computer Vision (ECCV 2020), August 2020 (Published) Project Page Code Video paper supplemental DOI BibTeX
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Perceiving Systems Article Decoding the Viewpoint and Identity of Faces and Bodies Foster, C., Zhao, M., Bolkart, T., Black, M., Bartels, A., Bülthoff, I. Journal of Vision, 19(10): 54c:54-55, Arvo Journals, September 2019 (Published) DOI URL BibTeX
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Perceiving Systems Conference Paper Capture, Learning, and Synthesis of 3D Speaking Styles Cudeiro, D., Bolkart, T., Laidlaw, C., Ranjan, A., Black, M. J. In Proceedings IEEE Conf. on Computer Vision and Pattern Recognition (CVPR), 10101-10111, IEEE International Conference on Computer Vision and Pattern Recognition (CVPR), June 2019 code Project Page video paper BibTeX
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Perceiving Systems Conference Paper Expressive Body Capture: 3D Hands, Face, and Body from a Single Image Pavlakos, G., Choutas, V., Ghorbani, N., Bolkart, T., Osman, A. A. A., Tzionas, D., Black, M. J. In IEEE/CVF Conf. on Computer Vision and Pattern Recognition (CVPR) , 10975-10985, IEEE International Conference on Computer Vision and Pattern Recognition (CVPR), June 2019 video code pdf suppl poster DOI URL BibTeX
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Perceiving Systems Conference Paper Learning to Regress 3D Face Shape and Expression from an Image without 3D Supervision Sanyal, S., Bolkart, T., Feng, H., Black, M. J. In Proceedings IEEE Conf. on Computer Vision and Pattern Recognition (CVPR), 7763-7772, IEEE International Conference on Computer Vision and Pattern Recognition (CVPR), June 2019 code pdf preprint URL BibTeX
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Perceiving Systems Conference Paper Generating 3D Faces using Convolutional Mesh Autoencoders Ranjan, A., Bolkart, T., Sanyal, S., Black, M. J. In European Conference on Computer Vision (ECCV), Lecture Notes in Computer Science, vol 11207:725-741, Springer, Cham, September 2018 Code (tensorflow) Code (pytorch) Project Page paper supplementary DOI BibTeX
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Perceiving Systems Article Learning a model of facial shape and expression from 4D scans Li, T., Bolkart, T., Black, M. J., Li, H., Romero, J. ACM Transactions on Graphics, 36(6):194:1-194:17, November 2017, Two first authors contributed equally data/model video code chumpy code tensorflow paper supplemental BibTeX
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Conference Paper A Robust Multilinear Model Learning Framework for 3D Faces Bolkart, T., Wuhrer, S. In 2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 4911-4919, IEEE, IEEE International Conference on Computer Vision and Pattern Recognition (CVPR), June 2016 paper supplemental video code BibTeX
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Conference Paper Fitting a 3D morphable model to edges: A comparison between hard and soft correspondences Bas, A., Smith, W. A. P., Bolkart, T., Wuhrer, S. In ACCV Workshop on Facial Informatics, 377-391, ACCV 2016 International Workshops, June 2016 paper code DOI BibTeX
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Perceiving Systems Conference Paper Monocular Expressive Body Regression through Body-Driven Attention Choutas, V., Pavlakos, G., Bolkart, T., Tzionas, D., Black, M. J. In Computer Vision - ECCV 2020, 10:20-40, Lecture Notes in Computer Science, 12355, (Editors: Vedaldi, Andrea and Bischof, Horst and Brox, Thomas and Frahm, Jan-Michael), Springer, Cham, 16th European Conference on Computer Vision (ECCV 2020), August 2020 (Published) code Short video Long video arxiv pdf suppl DOI URL BibTeX
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Perceiving Systems Conference Paper STAR: Sparse Trained Articulated Human Body Regressor Osman, A. A. A., Bolkart, T., Black, M. J. In Computer Vision - ECCV 2020, 6:598-613, Lecture Notes in Computer Science, 12351, (Editors: Vedaldi, Andrea and Bischof, Horst and Brox, Thomas and Frahm, Jan-Michael), Springer, Cham, 16th European Conference on Computer Vision (ECCV 2020), August 2020 (Published) Project Page Code Video paper supplemental DOI BibTeX
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Perceiving Systems Article Decoding the Viewpoint and Identity of Faces and Bodies Foster, C., Zhao, M., Bolkart, T., Black, M., Bartels, A., Bülthoff, I. Journal of Vision, 19(10): 54c:54-55, Arvo Journals, September 2019 (Published) DOI URL BibTeX
Thumb ticker lg jov

Perceiving Systems Conference Paper Capture, Learning, and Synthesis of 3D Speaking Styles Cudeiro, D., Bolkart, T., Laidlaw, C., Ranjan, A., Black, M. J. In Proceedings IEEE Conf. on Computer Vision and Pattern Recognition (CVPR), 10101-10111, IEEE International Conference on Computer Vision and Pattern Recognition (CVPR), June 2019 code Project Page video paper BibTeX
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Perceiving Systems Conference Paper Expressive Body Capture: 3D Hands, Face, and Body from a Single Image Pavlakos, G., Choutas, V., Ghorbani, N., Bolkart, T., Osman, A. A. A., Tzionas, D., Black, M. J. In IEEE/CVF Conf. on Computer Vision and Pattern Recognition (CVPR) , 10975-10985, IEEE International Conference on Computer Vision and Pattern Recognition (CVPR), June 2019 video code pdf suppl poster DOI URL BibTeX
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Perceiving Systems Conference Paper Learning to Regress 3D Face Shape and Expression from an Image without 3D Supervision Sanyal, S., Bolkart, T., Feng, H., Black, M. J. In Proceedings IEEE Conf. on Computer Vision and Pattern Recognition (CVPR), 7763-7772, IEEE International Conference on Computer Vision and Pattern Recognition (CVPR), June 2019 code pdf preprint URL BibTeX
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Perceiving Systems Conference Paper Generating 3D Faces using Convolutional Mesh Autoencoders Ranjan, A., Bolkart, T., Sanyal, S., Black, M. J. In European Conference on Computer Vision (ECCV), Lecture Notes in Computer Science, vol 11207:725-741, Springer, Cham, September 2018 Code (tensorflow) Code (pytorch) Project Page paper supplementary DOI BibTeX
Thumb ticker lg coma faces

Perceiving Systems Article Learning a model of facial shape and expression from 4D scans Li, T., Bolkart, T., Black, M. J., Li, H., Romero, J. ACM Transactions on Graphics, 36(6):194:1-194:17, November 2017, Two first authors contributed equally data/model video code chumpy code tensorflow paper supplemental BibTeX
Thumb ticker lg flamewebteaserwide

Conference Paper A Robust Multilinear Model Learning Framework for 3D Faces Bolkart, T., Wuhrer, S. In 2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 4911-4919, IEEE, IEEE International Conference on Computer Vision and Pattern Recognition (CVPR), June 2016 paper supplemental video code BibTeX
Thumb ticker lg rmm

Conference Paper Fitting a 3D morphable model to edges: A comparison between hard and soft correspondences Bas, A., Smith, W. A. P., Bolkart, T., Wuhrer, S. In ACCV Workshop on Facial Informatics, 377-391, ACCV 2016 International Workshops, June 2016 paper code DOI BibTeX
Thumb ticker lg edgefitting

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