Learning 3DMM Deformation Coefficients for Action Unit Detection

[1]  H. Zou,et al.  Regularization and variable selection via the elastic net , 2005 .

[2]  Ramakant Nevatia,et al.  ExpNet: Landmark-Free, Deep, 3D Facial Expressions , 2018, 2018 13th IEEE International Conference on Automatic Face & Gesture Recognition (FG 2018).

[3]  Stefano Berretti,et al.  Representation, Analysis, and Recognition of 3D Humans , 2018, ACM Trans. Multim. Comput. Commun. Appl..

[4]  Thomas Vetter,et al.  A morphable model for the synthesis of 3D faces , 1999, SIGGRAPH.

[5]  William J. Christmas,et al.  Real-Time 3D Face Fitting and Texture Fusion on In-the-Wild Videos , 2017, IEEE Signal Processing Letters.

[6]  Jun Wang,et al.  A 3D facial expression database for facial behavior research , 2006, 7th International Conference on Automatic Face and Gesture Recognition (FGR06).

[7]  Thomas Gerig,et al.  Gaussian Process Morphable Models , 2016, IEEE Transactions on Pattern Analysis and Machine Intelligence.

[8]  Guillermo Sapiro,et al.  Online Learning for Matrix Factorization and Sparse Coding , 2009, J. Mach. Learn. Res..

[9]  William A. P. Smith,et al.  3D morphable face models revisited , 2009, CVPR.

[10]  Tal Hassner,et al.  Regressing Robust and Discriminative 3D Morphable Models with a Very Deep Neural Network , 2016, 2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR).

[11]  Adrian Hilton,et al.  Perceived Emotionality of Linear and Non-Linear AUs Synthesised using a 3D Dynamic Morphable Facial Model , 2015, AVSP.

[12]  Xiangyu Zhu,et al.  Face Alignment in Full Pose Range: A 3D Total Solution , 2015, IEEE Transactions on Pattern Analysis and Machine Intelligence.

[13]  Stefanos Zafeiriou,et al.  A 3D Morphable Model Learnt from 10,000 Faces , 2016, 2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR).

[14]  Stan Z. Li,et al.  Towards Pose Robust Face Recognition , 2013, 2013 IEEE Conference on Computer Vision and Pattern Recognition.

[15]  Sami Romdhani,et al.  Estimating 3D shape and texture using pixel intensity, edges, specular highlights, texture constraints and a prior , 2005, 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR'05).

[16]  Chi-Ho Chan,et al.  Face Recognition Using a Unified 3D Morphable Model , 2016, ECCV.

[17]  Eva Krumhuber,et al.  Perception of linear and nonlinear motion properties using a FACS validated 3D facial model , 2010, APGV '10.

[18]  Chen Chen,et al.  Dense Semantic and Topological Correspondence of 3D Faces without Landmarks , 2018, ECCV.

[19]  Arman Savran,et al.  Bosphorus Database for 3D Face Analysis , 2008, BIOID.

[20]  Patrik Huber,et al.  A 3D Face Modelling Approach for Pose-Invariant Face Recognition in a Human-Robot Environment , 2016, RoboCup.

[21]  Thomas Vetter,et al.  Expression invariant 3D face recognition with a Morphable Model , 2008, 2008 8th IEEE International Conference on Automatic Face & Gesture Recognition.

[22]  Subramanian Ramanathan,et al.  Human Facial Expression Recognition using a 3D Morphable Model , 2006, 2006 International Conference on Image Processing.

[23]  Thomas Vetter,et al.  Face Recognition Based on Fitting a 3D Morphable Model , 2003, IEEE Trans. Pattern Anal. Mach. Intell..

[24]  Michael Spann,et al.  Facial Expression Recognition Using FAPs-Based 3DMMM , 2013 .

[25]  P. Ekman,et al.  Facial action coding system: a technique for the measurement of facial movement , 1978 .

[26]  Alan Brunton,et al.  Multilinear Wavelets: A Statistical Shape Space for Human Faces , 2014, ECCV.

[27]  Ioannis A. Kakadiaris,et al.  End-to-End 3D Face Reconstruction with Deep Neural Networks , 2017, 2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR).

[28]  Walid Barhoumi,et al.  Fully Automated Facial Expression Recognition Using 3D Morphable Model and Mesh-Local Binary Pattern , 2017, ACIVS.

[29]  Sami Romdhani,et al.  A 3D Face Model for Pose and Illumination Invariant Face Recognition , 2009, 2009 Sixth IEEE International Conference on Advanced Video and Signal Based Surveillance.

[30]  Alberto Del Bimbo,et al.  A Dictionary Learning-Based 3D Morphable Shape Model , 2017, IEEE Transactions on Multimedia.

[31]  Alberto Del Bimbo,et al.  A Sparse and Locally Coherent Morphable Face Model for Dense Semantic Correspondence Across Heterogeneous 3D Faces , 2020, IEEE Transactions on Pattern Analysis and Machine Intelligence.

[32]  Adrian Hilton,et al.  A FACS valid 3D dynamic action unit database with applications to 3D dynamic morphable facial modeling , 2011, 2011 International Conference on Computer Vision.

[33]  Alberto Del Bimbo,et al.  Dictionary Learning Based 3D Morphable Model Construction for Face Recognition with Varying Expression and Pose , 2015, 2015 International Conference on 3D Vision.

[34]  Sami Romdhani,et al.  Optimal Step Nonrigid ICP Algorithms for Surface Registration , 2007, 2007 IEEE Conference on Computer Vision and Pattern Recognition.