Face and body analysis
Relevant publications
HULC: 3D human motion capture with pose manifold sampling and dense contact guidance
S. Shimada, V. Golyanik, P. Pérez, W. Xu, Ch. Theobalt
ECCV 2022
STEEX: Steering Counterfactual Explanations with Semantics
P. Jacob, É. Zablocki, H. Ben-Younes, M. Chen, P. Pérez, M. Cord
ECCV 2022
Neural monocular 3D human motion capture with physical awareness
S. Shimada, V. Golyanik, W. Xu, P. Pérez, Ch. Theobalt
Siggraph 2021 [page,video]
Detecting 32 pedestrian attributes for autonomous vehicles
T. Mordan, M. Cord, P. Pérez, A. Alahi
IEEE Trans. on Intelligent Transportation Systems, 2021 [code]
PIE: Portrait Image Embedding for Semantic Control
A. Tewari, M. Elgharib, B. Mallikarjun, F. Bernard, H.P. Seidel, P. Pérez, M. Zollhöfer, Ch. Theobalt
SigAsia 2020 [page]
StyleRig: Rigging StyleGAN for 3D control over portrait images
A. Tewari, M. Elgharib, G. Bharaj, F. Bernard, H.P. Seidel, P. Pérez, M. Zollhöfer, Ch. Theobalt
CVPR 2020 [page]
High-fidelity monocular face reconstruction based on an unsupervised model-based face autoencoder
A. Tewari, M. Zollhöfer, F. Bernard, P. Garrido, H. Kim, P. Pérez, Ch. Theobalt
IEEE Trans. on Pattern Analysis and Machine Intelligence, 42(2), 2020 [page]
FML: Face Model Learning from Videos
A. Tewari, F. Bernard, P. Garrido, G. Bharaj, M. Elgharib, H.-P. Seidel, P. Pérez, M. Zollhöfer, Ch. Theobalt
CVPR 2019
Deep Video Portraits
H. Kim, P. Garrido, A. Tewari, W. Xu, J. Thies, M. Niessner, P. Pérez, Ch. Richardt, M. Zollhöfer, Ch. Theobalt
Siggraph 2018 [page,video]
State of the art on monocular 3D face Reconstruction, tracking, and applications
M. Zollhoefer, J. Thies, P. Garrido, D. Bradley, T.Beeler, P. Pérez, M. Stamminger, M. Niessner, Ch. Theobalt
State of Art Report, EG 2018 [page]
Self-supervised multi-level face model learning for monocular reconstruction at over 250 Hz
A. Tewari, M. Zollhöfer, P. Garrido, F. Bernard, H. Kim, P. Pérez, Ch. Theobalt
CVPR 2018 [page,video]
MoFA: Model-based deep convolutional face autoencoder for unsupervised monocular reconstruction
A. Tewari, M. Zollhöfer, H. Kim, P. Garrido, F. Bernard, P. Pérez, Ch. Theobalt
ICCV 2017 [page,video]
Corrective 3D reconstruction of lips from monocular video
P. Garrido, M. Zolhöfer, C. Wu, D. Bradley, P. Pérez, Th. Beeler, Ch. Theobalt
SiggraphAsia 2016 [page, video]
Reconstruction of personalized 3D face rigs from monocular video
P. Garrido, M. Zollhoefer, D. Casas, L. Valgaerts, K. Varanasi, P. Perez, Ch. Theobalt
ACM Trans. on Graphics, 35(3), 2016
VDub - Modifying face video of actors for plausible visual alignment to a dubbed audiotrack
P. Garrido, L. Valgaerts, H. Sarmadi, I. Steiner, K. Varanasi, P. Pérez, C. Theobalt
EuroGraphics 2015 [page]
Automatic face reenactment
P. Garrido, L.Valgaerts, O. Rehmsen, Th. Thormaehlen, P. Pérez, Ch. Theobalt
CVPR 2014 [page]