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Face alignment, which fits a face model to an image and extracts the semantic meanings of facial pixels, has been an important topic in CV community.
Active shape models-their training and application
T. F. Cootes, C. J. Taylor, D. H. Cooper, and J. Graham · 1995
Earlier work this paper cites.
A comparative evaluation of active appearance model algorithms
T. F. Cootes, G. J. Edwards, and C. J. Taylor · 1998
Earlier work this paper cites.
XM2VTSDB: The extended M2VTS database
K. Messer, J. Matas, J. Kittler, J. Luettin, and G. Maitre · 1999
Earlier work this paper cites.
Active appearance models
T. F. Cootes, G. J. Edwards, and C. J. Taylor · 2001
Earlier work this paper cites.
View-based active appearance models
T. F. Cootes, G. V. Wheeler, K. N. Walker, and C. J. Taylor · 2002
Earlier work this paper cites.
Face recognition based on fitting a 3D morphable model
V. Blanz and T. Vetter · 2003
Earlier work this paper cites.
Real-time combined 2D+3D active appearance models
J. Xiao, S. Baker, I. Matthews, and T. Kanade · 2004
Earlier work this paper cites.
Estimating 3D shape and texture using pixel intensity, edges, specular highlights, texture constraints and a prior
S. Romdhani and T. Vetter · 2005
Earlier work this paper cites.
A Bayesian mixture model for multi-view face alignment
Y. Zhou, W. Zhang, X. Tang, and H. Shum · 2005
Earlier work this paper cites.
Feature detection and tracking with constrained local models
D. Cristinacce and T. F. Cootes · 2006
Earlier work this paper cites.
3D alignment of face in a single image
L. Gu and T. Kanade · 2006
Earlier work this paper cites.
A nonlinear discriminative approach to AAM fitting
J. Saragih and R. Goecke · 2007
Earlier work this paper cites.
Automatic feature localisation with constrained local models
D. Cristinacce and T. Cootes · 2008
Earlier work this paper cites.
A 3D face model for pose and illumination invariant face recognition
P. Paysan, R. Knothe, B. Amberg, S. Romdhani, and T. Vetter · 2009
Earlier work this paper cites.
Cascaded pose regression
P. Dollár, P. Welinder, and P. Perona · 2010
Earlier work this paper cites.
Object detection with discriminatively trained part-based models
P. F. Felzenszwalb, R. B. Girshick, D. McAllester, and D. Ramanan · 2010
Earlier work this paper cites.
Deep learning via Hessian-free optimization
J. Martens · 2010
Earlier work this paper cites.
Facial point detection using boosted regression and graph models
M. Valstar, B. Martinez, X. Binefa, and M. Pantic · 2010
Earlier work this paper cites.
Localizing parts of faces using a consensus of exemplars
P. N. Belhumeur, D. W. Jacobs, D. Kriegman, and N. Kumar · 2011
Earlier work this paper cites.
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
Cited alongside, same era.
Deformable model fitting by regularized landmark mean-shift
J. M. Saragih, S. Lucey, and J. F. Cohn · 2011
Cited alongside, same era.
Face expression recognition and analysis: the state of the art
V. Bettadapura · 2012
Cited alongside, same era.
Face alignment by explicit shape regression
X. Cao, Y. Wei, F. Wen, and J. Sun · 2012
Cited alongside, same era.
Interactive facial feature localization
V. Le, J. Brandt, Z. Lin, L. Bourdev, and T. S. Huang · 2012
Cited alongside, same era.
Face detection, pose estimation, and landmark localization in the wild
Extensive facial landmark localization with coarse-to-fine convolutional network cascade
E. Zhou, H. Fan, Z. Cao, Y. Jiang, and Q. Yin · 2013
Later among the works it cites.
Incremental face alignment in the wild
A. Asthana, S. Zafeiriou, S. Cheng, and M. Pantic · 2014
Later among the works it cites.
Displaced dynamic expression regression for real-time facial tracking and animation
C. Cao, Q. Hou, and K. Zhou · 2014
Later among the works it cites.
Facewarehouse: a 3d facial expression database for visual computing
C. Cao, Y. Weng, S. Zhou, Y. Tong, and K. Zhou · 2014
Later among the works it cites.
Face alignment at 3000 FPS via regressing local binary features
S. Ren, X. Cao, Y. Wei, and J. Sun · 2014
Later among the works it cites.
Nonparametric context modeling of local appearance for pose-and expression-robust facial landmark localization
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X. Zhu and D. Ramanan · 2012
Cited alongside, same era.
Inverse rendering of faces with a 3D morphable model
O. Aldrian and W. A. Smith · 2013
Cited alongside, same era.
Robust discriminative response map fitting with constrained local models
A. Asthana, S. Zafeiriou, S. Cheng, and M. Pantic · 2013
Cited alongside, same era.
Robust face landmark estimation under occlusion
X. P. Burgos-Artizzu, P. Perona, and P. Dollár · 2013
Cited alongside, same era.
Viewing real-world faces in 3D
T. Hassner · 2013
Cited alongside, same era.
Guided unsupervised learning of mode specific models for facial point detection in the wild
S. Jaiswal, T. R. Almaev, and M. F. Valstar · 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.
B. M. Smith, J. Brandt, Z. Lin, and L. Zhang · 2014
Later among the works it cites.
Coarse-to-fine auto-encoder networks (CFAN) for real-time face alignment
J. Zhang, S. Shan, M. Kan, and X. Chen · 2014
Later among the works it cites.
Facial landmark detection by deep multi-task learning
Z. Zhang, P. Luo, C. C. Loy, and X. Tang · 2014
Later among the works it cites.
Effective face frontalization in unconstrained images
T. Hassner, S. Harel, E. Paz, and R. Enbar · 2015
Closest in time.
Dense 3D face alignment from 2D videos in real-time
L. A. Jeni, J. F. Cohn, and T. Kanade · 2015
Closest in time.
Pose-invariant 3D face alignment
A. Jourabloo and X. Liu · 2015
Closest in time.
Face alignment using cascade gaussian process regression trees
D. Lee, H. Park, and C. D. Yoo · 2015
Closest in time.
Unconstrained facial landmark localization with backbone-branches fully-convolutional networks
Z. Liang, S. Ding, and L. Lin · 2015
Closest in time.
Going deeper with convolutions
C. Szegedy, W. Liu, Y. Jia, P. Sermanet, S. Reed, D. Anguelov, D. Erhan, V. Vanhoucke, and A. Rabinovich · 2015
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Global supervised descent method
X. Xiong and F. De la Torre · 2015
Closest in time.
Object detection by labeling superpixels
J. Yan, Y. Yu, X. Zhu, Z. Lei, and S. Z. Li · 2015
Closest in time.
Face alignment by coarse-to-fine shape searching
S. Zhu, C. Li, C. C. Loy, and X. Tang · 2015
Closest in time.
High-fidelity pose and expression normalization for face recognition in the wild
X. Zhu, Z. Lei, J. Yan, D. Yi, and S. Z. Li · 2015
Closest in time.
Discriminative 3D morphable model fitting
X. Zhu, J. Yan, D. Yi, Z. Lei, and S. Z. Li · 2015
Closest in time.