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As 3D facial avatars become more widely used for communication, it is critical that they faithfully convey emotion.
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Pushing the frontiers of unconstrained face detection and recognition: IARPA janus benchmark A
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EmotioNet: An accurate, real-time algorithm for the automatic annotation of a million facial expressions in the wild
Carlos Fabian Benitez-Quiroz, Ramprakash Srinivasan, and Aleix M. Martínez · 2016
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Kaiming He, Xiangyu Zhang, Shaoqing Ren, and Jian Sun · 2016
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Mohammad Mavadati, Peyten Sanger, and Mohammad H. Mahoor · 2016
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Xiangyu Zhu, Zhen Lei, Xiaoming Liu, Hailin Shi, and Stan Z. Li · 2016
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Fitting a 3D morphable model to edges: A comparison between hard and soft correspondences
Anil Bas, William A. P. Smith, Timo Bolkart, and Stefanie Wuhrer · 2017
3D approaches and challenges in facial expression recognition algorithms — a literature review
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Fully automated facial expression recognition using 3D morphable model and mesh-local binary pattern
Hela Bejaoui, Haythem Ghazouani, and Walid Barhoumi · 2017
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Pengfei Dou, Shishir K Shah, and Ioannis A Kakadiaris · 2017
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Xavier Gastaldi · 2017
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DenseReg: Fully convolutional dense shape regression in-the-wild
Riza Alp Güler, George Trigeorgis, Epameinondas Antonakos, Patrick Snape, Stefanos Zafeiriou, and Iasonas Kokkinos · 2017
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Avatar digitization from a single image for real-time rendering
Liwen Hu, Shunsuke Saito, Lingyu Wei, Koki Nagano, Jaewoo Seo, Jens Fursund, Iman Sadeghi, Carrie Sun, Yen-Chun Chen, and Hao Li · 2017
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Large pose 3D face reconstruction from a single image via direct volumetric CNN regression
Aaron S Jackson, Adrian Bulat, Vasileios Argyriou, and Georgios Tzimiropoulos · 2017
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Towards high-fidelity nonlinear 3D face morphable model
Luan Tran, Feng Liu, and Xiaoming Liu · 2019
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Racial faces in the wild: Reducing racial bias by information maximization adaptation network
Mei Wang, Weihong Deng, Jiani Hu, Xunqiang Tao, and Yaohai Huang · 2019
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3D dense face alignment via graph convolution networks
Huawei Wei, Shuang Liang, and Yichen Wei · 2019
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DF2Net: A dense-fine-finer network for detailed 3D face reconstruction
Xiaoxing Zeng, Xiaojiang Peng, and Yu Qiao · 2019
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RetinaFace: Single-shot multi-level face localisation in the wild
Jiankang Deng, Jia Guo, Evangelos Ververas, Irene Kotsia, and Stefanos Zafeiriou · 2020
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3D morphable face models - past, present, and future
Bernhard Egger, William A. P. Smith, Ayush Tewari, Stefanie Wuhrer, Michael Zollhöfer, Thabo Beeler, Florian Bernard, Timo Bolkart, Adam Kortylewski, Sami Romdhani, Christian Theobalt, Volker Blanz, and Thomas Vetter · 2020
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GIF: Generative interpretable faces
Partha Ghosh, Pravir Singh Gupta, Roy Uziel, Anurag Ranjan, Michael J. Black, and Timo Bolkart · 2020
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Towards fast, accurate and stable 3D dense face alignment
Jianzhu Guo, Xiangyu Zhu, Yang Yang, Fan Yang, Zhen Lei, and Stan Z Li · 2020
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”look ma, no landmarks!” - unsupervised, model-based dense face alignment
Tatsuro Koizumi and William A. P. Smith · 2020
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Real-time facial expression recognition “in the wild” by disentangling 3d expression from identity
Mohammad Rami Koujan, Luma Alharbawee, Giorgos Giannakakis, Nicolas Pugeault, and Anastasios Roussos · 2020
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Deep facial expression recognition: A survey
Shan Li and Weihong Deng · 2020
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Accelerating 3D deep learning with pytorch3d
Nikhila Ravi, Jeremy Reizenstein, David Novotny, Taylor Gordon, Wan-Yen Lo, Justin Johnson, and Georgia Gkioxari · 2020
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Self-supervised monocular 3D face reconstruction by occlusion-aware multi-view geometry consistency
Jiaxiang Shang, Tianwei Shen, Shiwei Li, Lei Zhou, Mingmin Zhen, Tian Fang, and Long Quan · 2020
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Pose-robust facial expression recognition by 3D morphable model learning
Yingyan Shi, Qiaosha Zou, and Yiyun Zhang · 2020
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StyleRig: Rigging stylegan for 3D control over portrait images
Ayush Tewari, Mohamed Elgharib, Gaurav Bharaj, Florian Bernard, Hans-Peter Seidel, Patrick Pérez, Michael Zollhöfer, and Christian Theobalt · 2020
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MEAD: A large-scale audio-visual dataset for emotional talking-face generation
Kaisiyuan Wang, Qianyi Wu, Linsen Song, Zhuoqian Yang, Wayne Wu, Chen Qian, Ran He, Yu Qiao, and Chen Change Loy · 2020
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Unsupervised learning of probably symmetric deformable 3D objects from images in the wild
Shangzhe Wu, Christian Rupprecht, and Andrea Vedaldi · 2020
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FaceScape: a large-scale high quality 3D face dataset and detailed riggable 3D face prediction
Haotian Yang, Hao Zhu, Yanru Wang, Mingkai Huang, Qiu Shen, Ruigang Yang, and Xun Cao · 2020
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https://github.com/TimoBolkart/BFM_to_FLAME , 2021
BFM_to_FLAME · 2021
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https://github.com/microsoft/Deep3DFaceReconstruction , 2021
Deep3DFaceRecon_PyTorch · 2021
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SIDER: single-image neural optimization for facial geometric detail recovery
Aggelina Chatziagapi, ShahRukh Athar, Francesc Moreno-Noguer, and Dimitris Samaras · 2021
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Learning an animatable detailed 3D face model from in-the-wild images
Yao Feng, Haiwen Feng, Michael J. Black, and Timo Bolkart · 2021
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Learning free-form deformation for 3D face reconstruction from in-the-wild images
Harim Jung, Myeong-Seok Oh, and Seong-Whan Lee · 2021
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SEWA DB: A rich database for audio-visual emotion and sentiment research in the wild
Jean Kossaifi, Robert Walecki, Yannis Panagakis, Jie Shen, Maximilian Schmitt, Fabien Ringeval, Jing Han, Vedhas Pandit, Antoine Toisoul, Björn W. Schuller, Kam Star, Elnar Hajiyev, and Maja Pantic · 2021
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Swin Transformer: Hierarchical vision transformer using shifted windows
Ze Liu, Yutong Lin, Yue Cao, Han Hu, Yixuan Wei, Zheng Zhang, Stephen Lin, and Baining Guo · 2021
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Towards a complete 3D morphable model of the human head
Stylianos Ploumpis, Evangelos Ververas, Eimear O’ Sullivan, Stylianos Moschoglou, Haoyang Wang, Nick E. Pears, William A. P. Smith, Baris Gecer, and Stefanos Zafeiriou · 2021
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SADRNet: Self-aligned dual face regression networks for robust 3D dense face alignment and reconstruction
Zeyu Ruan, Changqing Zou, Longhai Wu, Gangshan Wu, and Limin Wang · 2021
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Estimation of continuous valence and arousal levels from faces in naturalistic conditions
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