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This paper presents a novel approach for synthesizing facial affect; either in terms of the six basic expressions (i.e., anger, disgust, fear, joy, sadness and surprise), or in terms of valence (i.e., how positive or negative is an emotion) and arousal (i.e., power of the emotion activation).
Journal of personality and social psychology 36
Russell, J.A.: Evidence of convergent validity on the dimensions of affect · 1978
Earlier work this paper cites.
Biometrics pp. 255–268 (1989)
Lawrence, I., Lin, K.: A concordance correlation coefficient to evaluate reproducibility · 1989
Earlier work this paper cites.
In: The measurement of emotions, pp. 113–131. Elsevier (1989)
Whissell, C.M.: The dictionary of affect in language · 1989
Earlier work this paper cites.
Carnegie-Mellon University. Department of Computer Science (1995)
Wheeler, M.D., Ikeuchi, K.: Iterative estimation of rotation and translation using the quaternion · 1995
Earlier work this paper cites.
Princeton university press Princeton (1999)
Kuipers, J.B., et al.: Quaternions and rotation sequences, vol. 66 · 1999
Earlier work this paper cites.
In: Computer graphics forum, vol. 22, pp. 641–650. Wiley Online Library (2003)
Blanz, V., Basso, C., Poggio, T., Vetter, T.: Reanimating faces in images and video · 2003
Earlier work this paper cites.
In: ACM SIGGRAPH 2003 Papers, SIGGRAPH ’03, pp. 313–318. ACM, New York, NY, USA (2003)
Pérez, P., Gangnet, M., Blake, A.: Poisson image editing · 2003
Earlier work this paper cites.
Maimon, O., Rokach, L.: Data mining and knowledge discovery handbook (2005)
2005
Earlier work this paper cites.
In: Automatic face and gesture recognition, 2006. FGR 2006. 7th international conference on, pp. 211–216. IEEE (2006)
Yin, L., Wei, X., Sun, Y., Wang, J., Rosato, M.J.: A 3d facial expression database for facial behavior research · 2006
Earlier work this paper cites.
In: 2007 IEEE Conference on Computer Vision and Pattern Recognition, pp. 1–8. IEEE (2007)
Amberg, B., Romdhani, S., Vetter, T.: Optimal step nonrigid icp algorithms for surface registration · 2007
Earlier work this paper cites.
Computer Animation and Virtual Worlds 19
Liu, X., Mao, T., Xia, S., Yu, Y., Wang, Z.: Facial animation by optimized blendshapes from motion capture data · 2008
Earlier work this paper cites.
In: European Workshop on Biometrics and Identity Management, pp. 47–56. Springer (2008)
Savran, A., Alyüz, N., Dibeklioğlu, H., Çeliktutan, O., Gökberk, B., Sankur, B., Akarun, L.: Bosphorus database for 3d face analysis · 2008
Earlier work this paper cites.
In: Affective Computing. IntechOpen (2008)
Susskind, J.M., Hinton, G.E., Movellan, J.R., Anderson, A.K.: Generating facial expressions with deep belief nets · 2008
Earlier work this paper cites.
ACM Transactions on Graphics (TOG) 28
Mohammed, U., Prince, S.J., Kautz, J.: Visio-lization: generating novel facial images · 2009
Earlier work this paper cites.
In: 2009 Sixth IEEE International Conference on Advanced Video and Signal Based Surveillance, pp. 296–301. Ieee (2009)
Paysan, P., Knothe, R., Amberg, B., Romdhani, S., Vetter, T.: A 3d face model for pose and illumination invariant face recognition · 2009
Earlier work this paper cites.
IEEE Transactions on Signal Processing 57
Wright, S.J., Nowak, R.D., Figueiredo, M.A.T.: Sparse reconstruction by separable approximation · 2009
Earlier work this paper cites.
Image and Vision Computing 28
Gross, R., Matthews, I., Cohn, J., Kanade, T., Baker, S.: Multi-pie · 2010
Earlier work this paper cites.
Cognition and emotion 24
Langner, O., Dotsch, R., Bijlstra, G., Wigboldus, D.H., Hawk, S.T., Van Knippenberg, A.: Presentation and validation of the radboud faces database · 2010
Earlier work this paper cites.
Image and Vision Computing 28
Thomaz, C.E., Giraldi, G.A.: A new ranking method for principal components analysis and its application to face image analysis · 2010
Earlier work this paper cites.
In: 2011 International Conference on Computer Vision, pp. 2296–2303. IEEE (2011)
Cosker, D., Krumhuber, E., Hilton, A.: A facs valid 3d dynamic action unit database with applications to 3d dynamic morphable facial modeling · 2011
Earlier work this paper cites.
Foundations and Trends in Machine Learning 4
Bach, F., Jenatton, R., Mairal, J., Obozinski, G.: Optimization with sparsity-inducing penalties · 2012
Earlier work this paper cites.
IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics) 42
Chew, S.W., Lucey, P., Lucey, S., Saragih, J., Cohn, J.F., Matthews, I., Sridharan, S.: In the pursuit of effective affective computing: The relationship between features and registration · 2012
Earlier work this paper cites.
In: International Conference on Neural Information Processing, pp. 117–124. Springer (2013)
Goodfellow, I.J., Erhan, D., Carrier, P.L., Courville, A., Mirza, M., Hamner, B., Cukierski, W., Tang, Y., Thaler, D., Lee, D.H., et al.: Challenges in representation learning: A report on three machine learning contests · 2013
Earlier work this paper cites.
ACM Transactions on Graphics (TOG) 32
Neumann, T., Varanasi, K., Wenger, S., Wacker, M., Magnor, M., Theobalt, C.: Sparse localized deformation components · 2013
Earlier work this paper cites.
In: Automatic Face and Gesture Recognition (FG), 2013 10th IEEE International Conference and Workshops on, pp. 1–8. IEEE (2013)
Ringeval, F., Sonderegger, A., Sauer, J., Lalanne, D.: Introducing the recola multimodal corpus of remote collaborative and affective interactions · 2013
Earlier work this paper cites.
In: Proceedings of the ACM International Conference on Multimedia, MM ’14, pp. 679–682. ACM, New York, NY, USA (2014)
Alabort-i-Medina, J., Antonakos, E., Booth, J., Snape, P., Zafeiriou, S.: Menpo: A comprehensive platform for parametric image alignment and visual deformable models · 2014
Earlier work this paper cites.
In: 2014 IEEE International Conference on Image Processing (ICIP), pp. 4672–4676. IEEE (2014)
Booth, J., Zafeiriou, S.: Optimal uv spaces for facial morphable model construction · 2014
Cited alongside, same era.
ACM Transactions on graphics (TOG) 33
Cao, C., Hou, Q., Zhou, K.: Displaced dynamic expression regression for real-time facial tracking and animation · 2014
Cited alongside, same era.
IEEE Transactions on Information Forensics and Security 9
Eidinger, E., Enbar, R., Hassner, T.: Age and gender estimation of unfiltered faces · 2014
Cited alongside, same era.
In: Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, pp. 4217–4224 (2014)
Garrido, P., Valgaerts, L., Rehmsen, O., Thormahlen, T., Perez, P., Theobalt, C.: Automatic face reenactment · 2014
Cited alongside, same era.
In: Advances in neural information processing systems, pp. 2672–2680 (2014)
Goodfellow, I., Pouget-Abadie, J., Mirza, M., Xu, B., Warde-Farley, D., Ozair, S., Courville, A., Bengio, Y.: Generative adversarial nets · 2014
Cited alongside, same era.
In: Computer Vision and Pattern Recognition Workshops (CVPRW), 2017 IEEE Conference on, pp. 1972–1979. IEEE (2017)
Kollias, D., Nicolaou, M.A., Kotsia, I., Zhao, G., Zafeiriou, S.: Recognition of affect in the wild using deep neural networks · 2017
Later among the works it cites.
Image and Vision Computing (2017)
Kossaifi, J., Tzimiropoulos, G., Todorovic, S., Pantic, M.: Afew-va database for valence and arousal estimation in-the-wild · 2017
Later among the works it cites.
In: Computer Vision and Pattern Recognition (CVPR), 2017 IEEE Conference on, pp. 2584–2593. IEEE (2017)
Li, S., Deng, W., Du, J.: Reliable crowdsourcing and deep locality-preserving learning for expression recognition in the wild · 2017
Later among the works it cites.
International Journal of Computer Vision 121
Alabort-i Medina, J., Zafeiriou, S.: A unified framework for compositional fitting of active appearance models · 2017
Later among the works it cites.
arXiv preprint arXiv:1708.03985 (2017)
Mollahosseini, A., Hasani, B., Mahoor, M.H.: Affectnet: A database for facial expression, valence, and arousal computing in the wild · 2017
alphaXiv searches the wider corpus for related work and actual follow-ups.
alphaXiv is searching for related work…
Mirza, M., Osindero, S.: Conditional generative adversarial nets · 2014
Cited alongside, same era.
In: International Conference on Machine Learning, pp. 1431–1439 (2014)
Reed, S., Sohn, K., Zhang, Y., Lee, H.: Learning to disentangle factors of variation with manifold interaction · 2014
Cited alongside, same era.
In: Proceedings of the 23rd ACM International Conference on Conference on Information and Knowledge Management, CIKM ’14, pp. 1149–1158. ACM, New York, NY, USA (2014)
Shang, F., Liu, Y., Cheng, J., Cheng, H.: Robust principal component analysis with missing data · 2014
Cited alongside, same era.
In: Advances in neural information processing systems, pp. 1988–1996 (2014)
Sun, Y., Chen, Y., Wang, X., Tang, X.: Deep learning face representation by joint identification-verification · 2014
Cited alongside, same era.
In: Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, pp. 1701–1708 (2014)
Taigman, Y., Yang, M., Ranzato, M., Wolf, L.: Deepface: Closing the gap to human-level performance in face verification · 2014
Cited alongside, same era.
In: BMVC, vol. 1, p. 6 (2015)
Parkhi, O.M., Vedaldi, A., Zisserman, A.: Deep face recognition · 2015
Cited alongside, same era.
In: Proceedings of the IEEE International Conference on Computer Vision Workshops, pp. 10–15 (2015)
Rothe, R., Timofte, R., Van Gool, L.: Dex: Deep expectation of apparent age from a single image · 2015
Cited alongside, same era.
Later among the works it cites.
arXiv preprint arXiv:1709.07200 (2017)
Vielzeuf, V., Pateux, S., Jurie, F.: Temporal multimodal fusion for video emotion classification in the wild · 2017
Later among the works it cites.
In: 2017 IEEE Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), pp. 1980–1987. IEEE (2017)
Zafeiriou, S., Kollias, D., Nicolaou, M.A., Papaioannou, A., Zhao, G., Kotsia, I.: Aff-wild: Valence and arousal ‘in-the-wild’challenge · 2017
Later among the works it cites.
In: 2017 Seventh International Conference on Affective Computing and Intelligent Interaction (ACII), pp. 370–376. IEEE (2017)
Zhou, Y., Shi, B.E.: Photorealistic facial expression synthesis by the conditional difference adversarial autoencoder · 2017
Later among the works it cites.
In: Proceedings of the IEEE international conference on computer vision, pp. 2223–2232 (2017)
Zhu, J.Y., Park, T., Isola, P., Efros, A.A.: Unpaired image-to-image translation using cycle-consistent adversarial networks · 2017
Later among the works it cites.
International Journal of Computer Vision 126
Booth, J., Roussos, A., Ponniah, A., Dunaway, D., Zafeiriou, S.: Large scale 3d morphable models · 2018
Closest in time.
In: Automatic Face & Gesture Recognition (FG 2018), 2018 13th IEEE International Conference on, pp. 67–74. IEEE (2018)
Cao, Q., Shen, L., Xie, W., Parkhi, O.M., Zisserman, A.: Vggface2: A dataset for recognising faces across pose and age · 2018
Closest in time.
In: 2018 IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2018). Salt Lake City, Utah, US (2018)
Cheng, S., Kotsia, I., Pantic, M., Zafeiriou, S.: 4dfab: A large scale 4d database for facial expression analysis and biometric applications · 2018
Closest in time.
In: Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, pp. 8789–8797 (2018)
Choi, Y., Choi, M., Kim, M., Ha, J.W., Kim, S., Choo, J.: Stargan: Unified generative adversarial networks for multi-domain image-to-image translation · 2018
Closest in time.
pp. 399–403 (2018)
Deng, J., Zhou, Y., Cheng, S., Zaferiou, S.: Cascade multi-view hourglass model for robust 3d face alignment · 2018
Closest in time.
In: Thirty-Second AAAI Conference on Artificial Intelligence (2018)
Ding, H., Sricharan, K., Chellappa, R.: Exprgan: Facial expression editing with controllable expression intensity · 2018
Closest in time.
In: The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) (2018)
Genova, K., Cole, F., Maschinot, A., Sarna, A., Vlasic, D., Freeman, W.T.: Unsupervised training for 3d morphable model regression · 2018
Closest in time.
arXiv preprint arXiv:1803.07716 (2018)
Pham, H.X., Wang, Y., Pavlovic, V.: Generative adversarial talking head: Bringing portraits to life with a weakly supervised neural network · 2018
Closest in time.
In: Proceedings of the European Conference on Computer Vision (ECCV), pp. 818–833 (2018)
Pumarola, A., Agudo, A., Martinez, A.M., Sanfeliu, A., Moreno-Noguer, F.: Ganimation: Anatomically-aware facial animation from a single image · 2018
Closest in time.
arXiv preprint arXiv:1802.01822 (2018)
Qiao, F., Yao, N., Jiao, Z., Li, Z., Chen, H., Wang, H.: Geometry-contrastive gan for facial expression transfer · 2018
Closest in time.
In: 2018 ACM Multimedia Conference on Multimedia Conference, pp. 627–635. ACM (2018)
Song, L., Lu, Z., He, R., Sun, Z., Tan, T.: Geometry guided adversarial facial expression synthesis · 2018
Closest in time.
ACM Transactions on Graphics (TOG) 37
Thies, J., Zollhöfer, M., Theobalt, C., Stamminger, M., Nießner, M.: Headon: real-time reenactment of human portrait videos · 2018
Closest in time.
In: Proceedings of the European Conference on Computer Vision (ECCV), pp. 603–619 (2018)
Wu, W., Zhang, Y., Li, C., Qian, C., Change Loy, C.: Reenactgan: Learning to reenact faces via boundary transfer · 2018
Closest in time.
In: Pacific-Asia Conference on Knowledge Discovery and Data Mining, pp. 349–360. Springer (2018)
Zhu, X., Liu, Y., Li, J., Wan, T., Qin, Z.: Emotion classification with data augmentation using generative adversarial networks · 2018
Closest in time.
International Journal of Computer Vision 127
Kollias, D., Tzirakis, P., Nicolaou, M.A., Papaioannou, A., Zhao, G., Schuller, B., Kotsia, I., Zafeiriou, S.: Deep affect prediction in-the-wild: Aff-wild database and challenge, deep architectures, and beyond · 2019
Closest in time.
In: Computer Graphics Forum, vol. 38, pp. 470–481. Wiley Online Library (2019)
Ma, L., Deng, Z.: Real-time facial expression transformation for monocular rgb video · 2019
Closest in time.