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We present a novel convolutional neural network (CNN) design for facial landmark coordinate regression.
Multiple view geometry in computer vision
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Dlib-ml: A machine learning toolkit
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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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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
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P. N. Belhumeur, D. W. Jacobs, D. J. Kriegman, and N. Kumar · 2013
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Robust face landmark estimation under occlusion
X. P. Burgos-Artizzu, P. Perona, and P. Dollár · 2013
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X. Ding, W.-S. Chu, F. De la Torre, J. F. Cohn, and Q. Wang · 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
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Image classification with the fisher vector: Theory and practice
J. Sánchez, F. Perronnin, T. Mensink, and J. Verbeek · 2013
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Fisher Vector Faces in the Wild
K. Simonyan, O. M. Parkhi, A. Vedaldi, and A. Zisserman · 2013
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Deep convolutional network cascade for facial point detection
Y. Sun, X. Wang, and X. Tang · 2013
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Supervised descent method and its applications to face alignment
X. Xiong and F. De la Torre · 2013
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Pose-free facial landmark fitting via optimized part mixtures and cascaded deformable shape model
X. Yu, J. Huang, S. Zhang, W. Yan, and D. N. Metaxas · 2013
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Incremental face alignment in the wild
A. Asthana, S. Zafeiriou, S. Cheng, and M. Pantic · 2014
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Continuous conditional neural fields for structured regression
T. Baltrušaitis, P. Robinson, and L.-P. Morency · 2014
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Displaced dynamic expression regression for real-time facial tracking and animation
C. Cao, Q. Hou, and K. Zhou · 2014
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Face alignment by explicit shape regression
X. Cao, Y. Wei, F. Wen, and J. Sun · 2014
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Understanding deep features with computer-generated imagery
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Hierarchical temporal graphical model for head pose estimation and subsequent attribute classification in real-world videos
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Pushing the frontiers of unconstrained face detection and recognition: IARPA Janus Benchmark A
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Age and gender classification using convolutional neural networks
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