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Constrained Local Models (CLMs) are a well-established family of methods for facial landmark detection.
A Morphable Model For The Synthesis Of 3D Faces
V. Blanz and T. Vetter · 1999
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Active appearance models
T. Cootes, G. Edwards, and C. Taylor · 2001
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Distinctive image features from scale invariant keypoints
D. G. Lowe · 2004
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Feature detection and tracking with constrained local models
D. Cristinacce and T. Cootes · 2006
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Labeled Faces in the Wild: A Database for Studying Face Recognition in Unconstrained Environments
G. B. Huang, M. Ramesh, T. Berg, and E. Learned-Miller · 2007
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Nonrigid structure-from-motion: Estimating shape and motion with hierarchical priors
L. Torresani, A. Hertzmann, and C. Bregler · 2008
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Attribute and simile classifiers for face verification
N. Kumar, A. C. Berg, P. N. Belhumeur, and S. K. Nayar · 2009
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Multi-pie
R. Gross, I. Matthews, J. Cohn, T. Kanade, and S. Baker · 2010
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Localizing parts of faces using a consensus of exemplars
P. N. Belhumeur, D. W. Jacobs, D. J. Kriegman, and N. Kumar · 2011
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Annotated facial landmarks in the wild: A large-scale, real-world database for facial landmark localization
M. Köstinger, P. Wohlhart, P. M. Roth, and H. Bischof · 2011
Earlier work this paper cites.
Deformable Model Fitting by Regularized Landmark Mean-Shift
J. Saragih, S. Lucey, and J. Cohn · 2011
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Face alignment by Explicit Shape Regression
X. Cao, Y. Wei, F. Wen, and J. Sun · 2012
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Interactive facial feature localization
V. Le, J. Brandt, Z. Lin, L. Bourdev, and T. S. Huang · 2012
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Face detection, pose estimation, and landmark localization in the wild
X. Zhu and D. Ramanan · 2012
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Robust discriminative response map fitting with constrained local models
A. Asthana, S. Zafeiriou, S. Cheng, and M. Pantic · 2013
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Constrained local neural fields for robust facial landmark detection in the wild
T. Baltrusaitis, L.-P. Morency, and P. Robinson · 2013
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Holistically constrained local model: Going beyond frontal poses for facial landmark detection
K. KangGeon, T. Baltrušaitis, A. Zadeh, L.-P. Morency, and G. Medioni · 2013
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300 faces in-the-wild challenge: The first facial landmark localization challenge
C. Sagonas, G. Tzimiropoulos, S. Zafeiriou, and M. Pantic · 2013
Cited alongside, same era.
300 faces in-the-wild challenge: The first facial landmark localization challenge
C. Sagonas, G. Tzimiropoulos, S. Zafeiriou, and M. Pantic · 2013
Cited alongside, same era.
A semi-automatic methodology for facial landmark annotation
C. Sagonas, G. Tzimiropoulos, S. Zafeiriou, and M. Pantic · 2013
Cited alongside, same era.
Deep convolutional network cascade for facial point detection
Y. Sun, X. Wang, and X. Tang · 2013
Cited alongside, same era.
Supervised descent method and its applications to face alignment
X. Xiong and F. Torre · 2013
Cited alongside, same era.
Continuous conditional neural fields for structured regression
T. Baltrušaitis, P. Robinson, and L.-P. Morency · 2014
Micro-opinion sentiment intensity analysis and summarization in online videos
A. Zadeh · 2015
Later among the works it cites.
Face Alignment by Coarse-to-Fine Shape Searching
S. Zhu, C. Li, C. C. Loy, and X. Tang · 2015
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Openface: an open source facial behavior analysis toolkit
T. Baltrušaitis, P. Robinson, and L.-P. Morency · 2016
Closest in time.
A Comprehensive Performance Evaluation of Deformable Face Tracking ”In-the-Wild”
G. G. Chrysos, E. Antonakos, P. Snape, A. Asthana, and S. Zafeiriou · 2016
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Dense 3d face alignment from 2d video for real-time use
L. A. Jeni, J. F. Cohn, and T. Kanade · 2016
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Advances, challenges, and opportunities in automatic facial expression recognition
B. Martinez and M. Valstar · 2016
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Cited alongside, same era.
Active Media Technology: 10th International Conference, AMT 2014, Warsaw, Poland, August 11-14, 2014. Proceedings
B. Czupryński and A. Strupczewski · 2014
Cited alongside, same era.
Automatic analysis of facial affect: A survey of registration, representation and recognition
E. Sariyanidi, H. Gunes, and A. Cavallaro · 2014
Cited alongside, same era.
Gauss-newton deformable part models for face alignment in-the-wild
G. Tzimiropoulos and M. Pantic · 2014
Cited alongside, same era.
Facial Feature Point Detection: A Comprehensive Survey
N. Wang, X. Gao, D. Tao, and X. Li · 2014
Cited alongside, same era.
Coarse-to-fine auto-encoder networks (cfan) for real-time face alignment
J. Zhang, S. Shan, M. Kan, and X. Chen · 2014
Cited alongside, same era.
Facial Landmark Detection by Deep Multi-task Learning
Z. Zhang, P. Luo, C.-C. Loy, and X. Tang · 2014
Cited alongside, same era.
Cascaded Continuous Regression for Real-time Incremental Face Tracking
E. Sánchez-Lozano, B. Martinez, G. Tzimiropoulos, and M. Valstar · 2016
Closest in time.
Mnemonic Descent Method: A recurrent process applied for end-to-end face alignment
G. Trigeorgis, P. Snape, M. A. Nicolaou, E. Antonakos, and S. Zafeiriou · 2016
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Mosi: Multimodal corpus of sentiment intensity and subjectivity analysis in online opinion videos
A. Zadeh, R. Zellers, E. Pincus, and L.-P. Morency · 2016
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Multimodal Sentiment Intensity Analysis in Videos: Facial Gestures and Verbal Messages
A. Zadeh, R. Zellers, E. Pincus, and L.-P. Morency · 2016
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Joint face detection and alignment using multitask cascaded convolutional networks
K. Zhang, Z. Zhang, Z. Li, and Y. Qiao · 2016
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Face Alignment Across Large Poses: A 3D Solution
X. Zhu, Z. Lei, X. Liu, H. Shi, and S. Z. Li · 2016
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Context-dependent sentiment analysis in user-generated videos
S. Poria, E. Cambria, D. Hazarika, N. Mazumder, A. Zadeh, and L.-P. Morency · 2017
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Convolutional experts constrained local model for facial landmark detection
A. Zadeh, T. Baltrušaitis, and L.-P. Morency · 2017
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Tensor fusion network for multimodal sentiment analysis
A. Zadeh, M. Chen, S. Poria, E. Cambria, and L.-P. Morency · 2017
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The menpo facial landmark localisation challenge
S. Zafeiriou · 2017
Closest in time.