Learning to Transfer: Transferring Latent Task Structures and Its Application to Person-Specific Facial Action Unit Detection
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[1] Maja Pantic,et al. Meta-Analysis of the First Facial Expression Recognition Challenge , 2012, IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics).
[2] Qingshan Liu,et al. Learning active facial patches for expression analysis , 2012, 2012 IEEE Conference on Computer Vision and Pattern Recognition.
[3] Allen Y. Yang,et al. Robust Face Recognition via Sparse Representation , 2009, IEEE Transactions on Pattern Analysis and Machine Intelligence.
[4] Qiang Yang,et al. A Survey on Transfer Learning , 2010, IEEE Transactions on Knowledge and Data Engineering.
[5] E. Vesterinen,et al. Affective Computing , 2009, Encyclopedia of Biometrics.
[6] Massimiliano Pontil,et al. Regularized multi--task learning , 2004, KDD.
[7] Fernando De la Torre,et al. Facial Action Unit Event Detection by Cascade of Tasks , 2013, 2013 IEEE International Conference on Computer Vision.
[8] Nicu Sebe,et al. We are not All Equal: Personalizing Models for Facial Expression Analysis with Transductive Parameter Transfer , 2014, ACM Multimedia.
[9] Charles A. Micchelli,et al. Learning Multiple Tasks with Kernel Methods , 2005, J. Mach. Learn. Res..
[10] P. Ekman,et al. Facial action coding system: a technique for the measurement of facial movement , 1978 .
[11] Maja Pantic,et al. A Dynamic Appearance Descriptor Approach to Facial Actions Temporal Modeling , 2014, IEEE Transactions on Cybernetics.
[12] Massimiliano Pontil,et al. Convex multi-task feature learning , 2008, Machine Learning.
[13] Mohammad H. Mahoor,et al. DISFA: A Spontaneous Facial Action Intensity Database , 2013, IEEE Transactions on Affective Computing.
[14] Hal Daumé,et al. Learning Task Grouping and Overlap in Multi-task Learning , 2012, ICML.
[15] Massimiliano Pontil,et al. Transfer learning to account for idiosyncrasy in face and body expressions , 2013, 2013 10th IEEE International Conference and Workshops on Automatic Face and Gesture Recognition (FG).
[16] Daniel McDuff,et al. Affectiva-MIT Facial Expression Dataset (AM-FED): Naturalistic and Spontaneous Facial Expressions Collected "In-the-Wild" , 2013, 2013 IEEE Conference on Computer Vision and Pattern Recognition Workshops.
[17] Mohammad H. Mahoor,et al. Simultaneous Detection of Multiple Facial Action Units via Hierarchical Task Structure Learning , 2014, 2014 22nd International Conference on Pattern Recognition.
[18] Nicu Sebe,et al. Unsupervised Domain Adaptation for Personalized Facial Emotion Recognition , 2014, ICMI.
[19] Michel F. Valstar,et al. Automatic Behaviour Understanding in Medicine , 2014, RFMIR '14.
[20] Fernando De la Torre,et al. Selective Transfer Machine for Personalized Facial Action Unit Detection , 2013, 2013 IEEE Conference on Computer Vision and Pattern Recognition.
[21] Jeffrey F. Cohn,et al. Painful data: The UNBC-McMaster shoulder pain expression archive database , 2011, Face and Gesture 2011.
[22] Maja Pantic,et al. Social signal processing: Survey of an emerging domain , 2009, Image Vis. Comput..
[23] Massimiliano Pontil,et al. Sparse coding for multitask and transfer learning , 2012, ICML.
[24] Peter H. Tu,et al. Learning person-specific models for facial expression and action unit recognition , 2013, Pattern Recognit. Lett..
[25] Jiayu Zhou,et al. Clustered Multi-Task Learning Via Alternating Structure Optimization , 2011, NIPS.
[26] Chih-Jen Lin,et al. LIBSVM: A library for support vector machines , 2011, TIST.
[27] Lionel Prevost,et al. Facial Action Recognition Combining Heterogeneous Features via Multikernel Learning , 2012, IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics).
[28] Massimiliano Pontil,et al. Multilinear Multitask Learning , 2013, ICML.