Are 3D Face Shapes Expressive Enough for Recognising Continuous Emotions and Action Unit Intensities?

3 July 2022

Björn W. Schuller

Papers citing "Are 3D Face Shapes Expressive Enough for Recognising Continuous Emotions and Action Unit Intensities?"

29 / 29 papers shown

Title
EMOCA: Emotion Driven Monocular Face Capture and Animation Radek Daněček Michael J. Black Timo Bolkart CVBM 3DH 78 206 0 24 Apr 2022
Towards Metrical Reconstruction of Human Faces Wojciech Zielonka Timo Bolkart Justus Thies CVBM 3DH 63 145 0 13 Apr 2022
Affective Processes: stochastic modelling of temporal context for emotion and facial expression recognition Enrique Sanchez M. Tellamekala Michel Valstar Georgios Tzimiropoulos CVBM 50 28 0 24 Mar 2021
Learning an Animatable Detailed 3D Face Model from In-The-Wild Images Yao Feng Haiwen Feng Michael J. Black Timo Bolkart CVBM 3DH 99 580 0 07 Dec 2020
A Sparse and Locally Coherent Morphable Face Model for Dense Semantic Correspondence Across Heterogeneous 3D Faces Claudio Ferrari Stefano Berretti P. Pala A. Bimbo 3DV 3DH CVBM 41 24 0 06 Jun 2020
Real-time Facial Expression Recognition "In The Wild'' by Disentangling 3D Expression from Identity Mohammad Rami Koujan L. Alharbawee Giorgos Giannakakis N. Pugeault A. Roussos CVBM 3DH 51 30 0 12 May 2020
A Transfer Learning approach to Heatmap Regression for Action Unit intensity estimation Ioanna Ntinou Enrique Sanchez Adrian Bulat Michel Valstar Georgios Tzimiropoulos CVBM 38 25 0 14 Apr 2020
Analysing Affective Behavior in the First ABAW 2020 Competition D. Kollias Attila Schulc Elnar Hajiyev Stefanos Zafeiriou CVBM 85 282 0 30 Jan 2020
MIMAMO Net: Integrating Micro- and Macro-motion for Video Emotion Recognition Didan Deng Zhaokang Chen Yuqian Zhou Bertram Shi 42 45 0 21 Nov 2019
Exploiting multi-CNN features in CNN-RNN based Dimensional Emotion Recognition on the OMG in-the-wild Dataset D. Kollias Tatsuya Harada 137 147 0 03 Oct 2019
3D Morphable Face Models -- Past, Present and Future Bernhard Egger W. Smith A. Tewari Stefanie Wuhrer Michael Zollhoefer ... Adam Kortylewski S. Romdhani Christian Theobalt V. Blanz T. Vetter 3DH 66 419 0 03 Sep 2019
AVEC 2019 Workshop and Challenge: State-of-Mind, Detecting Depression with AI, and Cross-Cultural Affect Recognition Fabien Ringeval Björn Schuller Michel Valstar N. Cummins R. Cowie ... Ziping Zhao Adria Mallol-Ragolta Zhao Ren M. Soleymani Maja Pantic 50 299 0 10 Jul 2019
Factorized Higher-Order CNNs with an Application to Spatio-Temporal Emotion Estimation Jean Kossaifi Antoine Toisoul Adrian Bulat Yannis Panagakis Timothy M. Hospedales Maja Pantic CVBM 40 80 0 14 Jun 2019
Impact of facial landmark localization on facial expression recognition Romain Belmonte B. Allaert Pierre Tirilly Ioan Marius Bilasco Chaabane Djéraba N. Sebe CVBM 31 10 0 26 May 2019
Learning to Regress 3D Face Shape and Expression from an Image without 3D Supervision Soubhik Sanyal Timo Bolkart Haiwen Feng Michael J. Black 3DH CVBM 48 292 0 16 May 2019
SEWA DB: A Rich Database for Audio-Visual Emotion and Sentiment Research in the Wild Jean Kossaifi R. Walecki Yannis Panagakis Jie Shen Maximilian Schmitt ... Antoine Toisoul Bjorn Schuller Kam Star Elnar Hajiyev Maja Pantic 68 198 0 09 Jan 2019
Aff-Wild2: Extending the Aff-Wild Database for Affect Recognition D. Kollias Stefanos Zafeiriou CVBM 98 170 0 11 Nov 2018
Joint Action Unit localisation and intensity estimation through heatmap regression Enrique Sánchez-Lozano Georgios Tzimiropoulos Michel Valstar 41 47 0 09 May 2018
Face Alignment in Full Pose Range: A 3D Total Solution Xiangyu Zhu Xiaoming Liu Zhen Lei Stan Z. Li CVBM 3DV 81 771 0 02 Apr 2018
Evaluation of Dense 3D Reconstruction from 2D Face Images in the Wild Zhenhua Feng P. Huber J. Kittler P. Hancock Xiaojun Wu Qijun Zhao P. Koppen Matthias Rätsch CVBM 3DH 3DV 51 63 0 14 Mar 2018
ExpNet: Landmark-Free, Deep, 3D Facial Expressions Feng-Ju Chang Anh Tran Tal Hassner I. Masi Ram Nevatia Gérard Medioni 3DH CVBM 66 112 0 02 Feb 2018
AffectNet: A Database for Facial Expression, Valence, and Arousal Computing in the Wild A. Mollahosseini Behzad Hasani Mohammad H. Mahoor CVBM 80 1,631 0 14 Aug 2017
DeepCoder: Semi-parametric Variational Autoencoders for Automatic Facial Action Coding Dieu Linh Tran R. Walecki Ognjen Rudovic Stefanos Eleftheriadis Bjørn Schuller Maja Pantic 45 54 0 07 Apr 2017
Linear Disentangled Representation Learning for Facial Actions Xiang Xiang T. Tran CVBM 34 20 0 11 Jan 2017
Regressing Robust and Discriminative 3D Morphable Models with a very Deep Neural Network Anh Tran Tal Hassner I. Masi Gérard Medioni CVBM 3DH 3DV 55 479 0 15 Dec 2016
Variational Gaussian Process Auto-Encoder for Ordinal Prediction of Facial Action Units Stefanos Eleftheriadis Ognjen Rudovic M. Deisenroth Maja Pantic DRL 39 28 0 16 Aug 2016
SGDR: Stochastic Gradient Descent with Warm Restarts I. Loshchilov Frank Hutter ODL 288 8,091 0 13 Aug 2016
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 2.0K 193,426 0 10 Dec 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 1.5K 149,842 0 22 Dec 2014