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DenseReg: Fully Convolutional Dense Shape Regression In-the-Wild
Rıza Alp Güler, George Trigeorgis, Epameinondas Antonakos +3
In this paper we propose to learn a mapping from image pixels into a dense template grid through a fully convolutional network. We formulate this task as a regression problem and t…
Automatic Sleep Stage Scoring with Single-Channel EEG Using Convolutional Neural Networks
Orestis Tsinalis, Paul M. Matthews, Yike Guo +1
We used convolutional neural networks (CNNs) for automatic sleep stage scoring based on single-channel electroencephalography (EEG) to learn task-specific filters for classificatio…
A Comprehensive Performance Evaluation of Deformable Face Tracking "In-the-Wild"
Grigorios G. Chrysos, Epameinondas Antonakos, Patrick Snape +2
Recently, technologies such as face detection, facial landmark localisation and face recognition and verification have matured enough to provide effective and efficient solutions f…
A Unified Framework for Compositional Fitting of Active Appearance Models
Joan Alabort-i-Medina, Stefanos Zafeiriou
Active Appearance Models (AAMs) are one of the most popular and well-established techniques for modeling deformable objects in computer vision. In this paper, we study the problem…