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We present two techniques to improve landmark localization in images from partially annotated datasets.
Gradient descent optimization of smoothed information retrieval metrics
O. Chapelle and M. Wu · 2010
Earlier work this paper cites.
Hand gesture recognition using bag-of-features and multi-class support vector machine
N. Dardas, Q. Chen, N. D. Georganas, and E. M. Petriu · 2010
Earlier work this paper cites.
Multi-PIE
R. Gross, I. Matthews, J. Cohn, T. Kanade, and S. Baker · 2010
Earlier work this paper cites.
Hand pointing estimation for human computer interaction based on two orthogonal-views
K. Hu, S. Canavan, and L. Yin · 2010
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
Earlier work this paper cites.
Interactive facial feature localization
V. Le, J. Brandt, Z. Lin, L. Bourdev, and T. S. Huang · 2012
Earlier work this paper cites.
Gaze estimation from multimodal kinect data
K. A. F. Mora and J.-M. Odobez · 2012
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Deep learning via semi-supervised embedding
J. Weston, F. Ratle, H. Mobahi, and R. Collobert · 2012
Earlier work this paper cites.
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
Earlier work this paper cites.
Localizing parts of faces using a consensus of exemplars
P. N. Belhumeur, D. W. Jacobs, D. J. Kriegman, and N. Kumar · 2013
Earlier work this paper cites.
Robust face landmark estimation under occlusion
X. Burgos-Artizzu, P. Perona, and P. Dollár · 2013
Earlier work this paper cites.
Free-hands interaction in augmented reality
D. Datcu and S. Lukosch · 2013
Earlier work this paper cites.
Combining modality specific deep neural networks for emotion recognition in video
S. E. Kahou, C. Pal, X. Bouthillier, P. Froumenty, Ç. Gülçehre, R. Memisevic, P. Vincent, A. Courville, Y. Bengio, R. C. Ferrari, et al · 2013
Earlier work this paper cites.
300 faces in-the-wild challenge: The first facial landmark localization challenge
C. Sagonas, G. Tzimiropoulos, S. Zafeiriou, and M. Pantic · 2013
Earlier work this paper cites.
Interactive markerless articulated hand motion tracking using RGB and depth data
S. Sridhar, A. Oulasvirta, and C. Theobalt · 2013
Earlier work this paper cites.
Supervised descent method and its applications to face alignment
X. Xiong and F. De la Torre · 2013
Earlier work this paper cites.
Pose-free facial landmark fitting via optimized part mixtures and cascaded deformable shape model
X. Yu, J. Huang, S. Zhang, W. Yan, and D. Metaxas · 2013
Earlier work this paper cites.
Face alignment by explicit shape regression
X. Cao, Y. Wei, F. Wen, and J. Sun · 2014
Earlier work this paper cites.
Multi-task learning of facial landmarks and expression
T. Devries, K. Biswaranjan, and G. W. Taylor · 2014
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Self-adaptive algorithm for segmenting skin regions
M. Kawulok, J. Kawulok, J. Nalepa, and B. Smolka · 2014
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Fast and accurate hand shape classification
J. Nalepa and M. Kawulok · 2014
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Face alignment at 3000 fps via regressing local binary features
S. Ren, X. Cao, Y. Wei, and J. Sun · 2014
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Deep learning face representation by joint identification-verification
Y. Sun, Y. Chen, X. Wang, and X. Tang · 2014
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Deepface: Closing the gap to human-level performance in face verification
Y. Taigman, M. Yang, M. Ranzato, and L. Wolf · 2014
Cited alongside, same era.
Theano: A Python framework for fast computation of mathematical expressions
R. Al-Rfou, G. Alain, A. Almahairi, C. Angermueller, et al · 2016
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Deep residual learning for image recognition
K. He, X. Zhang, S. Ren, and J. Sun · 2016
Later among the works it cites.
Recombinator networks: Learning coarse-to-fine feature aggregation
S. Honari, J. Yosinski, P. Vincent, and C. Pal · 2016
Later among the works it cites.
R. Ranjan, V. M. Patel, and R. Chellappa · 2016
Later among the works it cites.
Improved techniques for training GANs
T. Salimans, I. Goodfellow, W. Zaremba, V. Cheung, A. Radford, and X. Chen · 2016
Later among the works it cites.
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Latent regression forest: Structured estimation of 3d articulated hand posture
D. Tang, H. Jin Chang, A. Tejani, and T.-K. Kim · 2014
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Real-time continuous pose recovery of human hands using convolutional networks
J. Tompson, M. Stein, Y. Lecun, and K. Perlin · 2014
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C. Zhang and Z. Zhang · 2014
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Coarse-to-fine auto-encoder networks (cfan) for real-time face alignment
J. Zhang, S. Shan, M. Kan, and X. Chen · 2014
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Hypercolumns for object segmentation and fine-grained localization
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Recurrent convolutional face alignment
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Robust facial landmark detection via recurrent attentive-refinement networks
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Multi-scale context aggregation by dilated convolutions
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Deep deformation network for object landmark localization
X. Yu, F. Zhou, and M. Chandraker · 2016
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Learning deep representation for face alignment with auxiliary attributes
Z. Zhang, P. Luo, C. C. Loy, and X. Tang · 2016
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Stacked what-where auto-encoders
J. J. Zhao, M. Mathieu, R. Goroshin, and Y. LeCun · 2016
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Unconstrained face alignment via cascaded compositional learning
S. Zhu, C. Li, C.-C. Loy, and X. Tang · 2016
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Temporal ensembling for semi-supervised learning
S. Laine and T. Aila · 2017
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A deep regression architecture with two-stage re-initialization for high performance facial landmark detection
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