Publications

Disclaimer: The documents listed on this page are copyright-protected. By clicking on the [paper] links below, you confirm that you or your institution have the right to access the corresponding pdf file. Note that the definitive versions of all ACM SIGGRAPH papers can be downloaded at acm.org/dl. Eurographics papers can be downloaded at diglib.eg.org.

 

If you like, you can follow my work on GoogleScholar.

2020


Deformable Neural Radiance Fields

Keunhong Park, Utkarsh Sinha, Jonathan T Barron, Sofien Bouaziz, Dan B Goldman, Steven M Seitz, Ricardo-Martin Brualla
Arxiv, 2020

Paper


CvxNets: Learnable Convex Decomposition

Boyang Deng, Kyle Genova, Soroosh Yazdani, Sofien Bouaziz, Geoffrey Hinton, Andrea Tagliasacchi
Computer Vision and Pattern Recognition, 2020

Paper


Deep Implicit Volume Compression

Danhang Tang, Saurabh Singh, Philip A Chou, Christian Hane, Mingsong Dou, Sean Fanello, Jonathan Taylor, Philip Davidson, Onur G Guleryuz, Yinda Zhang, Shahram Izadi, Andrea Tagliasacchi, Sofien Bouaziz, Cem Keskin
Computer Vision and Pattern Recognition, 2020

Paper


Deep relightable textures: volumetric performance capture with neural rendering

Abhimitra Meka, Rohit Pandey, Christian Haene, Sergio Orts-Escolano, Peter Barnum, Philip David-Son, Daniel Erickson, Yinda Zhang, Jonathan Taylor, Sofien Bouaziz, Chloe Legendre, Wan-Chun Ma, Ryan Overbeck, Thabo Beeler, Paul Debevec, Shahram Izadi, Christian Theobalt, Christoph Rhemann, Sean Fanello
ACM Transactions on Graphics (Proceedings of SIGGRAPH Asia), 2020

Paper


GeLaTO: Generative Latent Textured Objects

Ricardo Martin Brualla, Rohit Pandey, Sofien Bouaziz, Matthew Brown, Dan B Goldman
European Conference on Computer Vision, 2020

Paper


HITNet: Hierarchical Iterative Tile Refinement Network for Real-time Stereo Matching

Vladimir Tankovich, Christian Haene, Yinda Zhang, Adarsh Kowdle, Sean Fanello, Sofien Bouaziz
Arxiv, 2020

Paper


RePose: Learning deep kinematic priors for fast human pose estimation

Hossam Isack, Christian Haene, Cem Keskin, Sofien Bouaziz, Yuri Boykov, Shahram Izadi, Sameh Khamis
Arxiv, 2020

Paper


2019


Multiview Aggregation for Learning Category-Specific Shape Reconstruction

Srinath Sridhar, Davis Rempe, Julien Valentin, Sofien Bouaziz, Leonidas J Guibas
Conference on Neural Information Processing Systems (NeurIPS), 2019

Paper


Deep Reflectance Fields: High-Quality Facial Reflectance Field Inference From Color Gradient Illumination

Abhimitra Meka, Christian Haene, Rohit Pandey, Michael Zollhöfer, Sean Fanello, Graham Fyffe, Adarsh Kowdle, Xueming Yu, Jay Busch, Jason Dourgarian, Peter Denny, Sofien Bouaziz, Peter Lincoln, Matt Whalen, Geoff Harvey, Jonathan Taylor, Shahram Izadi, Andrea Tagliasacchi, Paul Debevec, Christian Theobalt, Julien Valentin, Christoph Rhemann
ACM Transactions on Graphics (Proceedings of SIGGRAPH), 2019

Paper Video


VIPER: Volume Invariant Position-based Elastic Rods

Baptiste Angles, Daniel Rebain, Miles Macklin, Brian Wyvill, Loic Barthe, JP Lewis, Javier von der Pahlen, Shahram Izadi, Julien Valentin, Sofien Bouaziz, Andrea Tagliasacchi
Symposium on Computer Animation, 2019

Paper Video


Differentiable graphics with TensorFlow 2.0

Paige Bailey, Sofien Bouaziz, Shan Carter, Josh Gordon, Christian Häne, Alexander Mordvintsev, Julien Valentin, Martin Wicke
SIGGRAPH Course, 2019

Webpage


Third Workshop on Computer Vision for AR/VR

CVPR Workshop, 2019

Webpage


2018


Real-time Compression and Streaming of 4D Performances

Danhang Tang, Mingsong Dou, Peter Lincoln, Philip Davidson, Kaiwen Guo, Jonathan Taylor, Sean Fanello, Cem Keskin, Adarsh Kowdle, Sofien Bouaziz, Shahram Izadi, Andrea Tagliasacchi
ACM Transactions on Graphics (Proceedings of SIGGRAPH Asia), 2018

Paper


UltraFast 3D Sensing, Reconstruction and Understanding of People, Objects and Environments

Tutorial CVPR 2018 Tutorial ECCV 2018 Tutorial WACV 2019


2017


Quasi-Newton Methods for Real-Time Simulation of Hyperelastic Materials

Tiantian Liu, Sofien Bouaziz, Ladislav Kavan
ACM Transactions on Graphics (Proceedings of SIGGRAPH), 2017

Paper Video Code


2016


Beyond Developable: Computational Design and Fabrication with Auxetic Materials

Mina Konakovic, Keenan Crane, Bailin Deng, Sofien Bouaziz, Daniel Piker, Mark Pauly
ACM Transactions on Graphics (Proceedings of SIGGRAPH), 2016

Paper Video


Modern Techniques and Applications for Real-Time Non-rigid Registration

Sofien Bouaziz, Andrea Tagliasacchi, Hao Li, Mark Pauly
SIGGRAPH Asia Course, 2016

Notes Slides Code


2015


Dynamic 3D Avatar Creation from Hand-held Video Input

Alexandru-Eugen Ichim, Sofien Bouaziz, Mark Pauly
ACM Transactions on Graphics (Proceedings of SIGGRAPH), 2015

Paper Video


Robust Articulated-ICP for Real-Time Hand Tracking

Andrea Tagliasacchi, Matthias Schröder, Anastasia Tkach, Sofien Bouaziz, Mario Botsch, Mark Pauly
Computer Graphics Forum (Proceedings of SGP), 2015

Paper Video Code


Guided Mesh Normal Filtering

Wangyu Zhang, Bailin Deng, Juyong Zhang, Sofien Bouaziz, Ligang Liu
Computer Graphics Forum (Proceedings of Pacific Graphics), 2015

Paper Video Code Supplementary


Interactive Design Exploration for Constrained Meshes

Bailin Deng, Sofien Bouaziz, Mario Deuss, Alexandre Kaspar, Yuliy Schwartzburg, Mark Pauly
Computer-Aided Design, 2015

Paper Video


ShapeOp - A Robust and Extensible Geometric Modelling Paradigm

Mario Deuss, Anders Holden Deleuran, Sofien Bouaziz, Bailin Deng, Daniel Piker, Mark Pauly
Design Modelling Symposium, 2015

Paper


Dynamic 2D/3D Registration

Sofien Bouaziz, Andrea Tagliasacchi, Mark Pauly
Symposium Geometry Processing Graduate School, 2015

Notes Slides Code


Realtime Face Tracking and Animation

Sofien Bouaziz
EPFL PhD Thesis, 2015

Paper


2014


Local Barycentric Coordinates

Juyong Zhang, Bailin Deng, Zishun Liu, Giuseppe Patanè, Sofien Bouaziz, Kai Hormann, Ligang Liu
ACM Transactions on Graphics (Proceedings of SIGGRAPH Asia), 2014

Paper Video Code Supplementary


Projective Dynamics: Fusing Constraint Projections for Fast Simulation

Sofien Bouaziz, Sebastian Martin, Tiantian Liu, Ladislav Kavan, Mark Pauly
ACM Transactions on Graphics (Proceedings of SIGGRAPH), 2014

Paper Video Code Demo (Mac/Win)


Semi-Supervised Facial Animation Retargeting

Sofien Bouaziz, Mark Pauly
EPFL Technical Report #202143, 2014

Paper Video


Dynamic 2D/3D Registration

Sofien Bouaziz, Andrea Tagliasacchi, Mark Pauly
Eurographics Tutorial, 2014

Notes Slides Code


 

2013


Online Modeling For Realtime Facial Animation

Sofien Bouaziz, Yangang Wang, Mark Pauly
ACM Transactions on Graphics (Proceedings of SIGGRAPH), 2013

Paper Video


Dynamic 2D/3D Registration for the Kinect

Sofien Bouaziz, Mark Pauly
SIGGRAPH Course, 2013

Notes Slides Code


Sparse Iterative Closest Point

Sofien Bouaziz, Andrea Tagliasacchi, Mark Pauly
Computer Graphics Forum (Proceedings of SGP), 2013

Paper Video Code


Exploring Local Modifications for Constrained Meshes

Bailin Deng, Sofien Bouaziz, Mario Deuss, Juyong Zhang, Yuliy Schwartzburg, Mark Pauly
Computer Graphics Forum (Proceedings of Eurographics), 2013

Paper Video


 

2012


Shape-Up: Shaping Discrete Geometry with Projections

Sofien Bouaziz, Mario Deuss, Yuliy Schwartzburg, Thibaut Weise, Mark Pauly
Computer Graphics Forum (Proceedings of SGP), 2012

Paper Video Code


Semi-Supervised Dimensionality Reduction for Analyzing High-Dimensional Data with Constraints

Su Yan, Sofien Bouaziz, Dongwon Lee, Jesse Barlow
Neurocomputing Journal, 2012

Paper


 

2011


Realtime Performance-Based Facial Animation

Thibaut Weise, Sofien Bouaziz, Hao Li, Mark Pauly
ACM Transactions on Graphics (Proceedings of SIGGRAPH), 2011

Paper Video


The Light-Path Less Traveled

Srikumar Ramalingam, Sofien Bouaziz, Peter Sturm, Philip Torr
Computer Vision and Pattern Recognition, 2011

Paper


Pose estimation using both Points and Lines for Geo-Localization

Srikumar Ramalingam, Sofien Bouaziz, Peter Sturm
International Conference on Robotics and Automation, 2011

Paper


 

2010


DSP: Robust Semi-Supervised Dimensionality Reduction using Dual Subspace Projections

Su Yan, Sofien Bouaziz, Dongwon Lee
Web Intelligence, 2010

Paper


SKYLINE2GPS: Localization in Urban Canyons using Omni-Skylines

Srikumar Ramalingam, Sofien Bouaziz, Peter Sturm, Matthew Brand
International Conference On Intelligent Robots and Systems, 2010

Paper


 

2009


Geolocalization Using Skylines From Omni-Images

Srikumar Ramalingam, Sofien Bouaziz, Peter Sturm, Matthew Brand
Search in 3D and Video, 2009

Paper


Geolocalization Using Skylines From Omni-Images

Sofien Bouaziz
EPFL Master Thesis, 2009

Paper