Feature extraction from faces using deformable templates
International Journal of Computer Vision
Active shape models—their training and application
Computer Vision and Image Understanding
Face Recognition by Elastic Bunch Graph Matching
IEEE Transactions on Pattern Analysis and Machine Intelligence
Incremental Focus of Attention for Robust Vision-Based Tracking
International Journal of Computer Vision
IEEE Transactions on Pattern Analysis and Machine Intelligence
Multi-View Face Pose Estimation Based on Supervised ISA Learning
FGR '02 Proceedings of the Fifth IEEE International Conference on Automatic Face and Gesture Recognition
Multi-View Face Alignment Using Direct Appearance Models
FGR '02 Proceedings of the Fifth IEEE International Conference on Automatic Face and Gesture Recognition
Using the Active Appearance Algorithm for Face and Facial Feature Tracking
RATFG-RTS '01 Proceedings of the IEEE ICCV Workshop on Recognition, Analysis, and Tracking of Faces and Gestures in Real-Time Systems (RATFG-RTS'01)
A novel approach to classification of facial expressions from 3D-mesh datasets using modified PCA
Pattern Recognition Letters
Multi-view face segmentation using fusion of statistical shape and appearance models
Computer Vision and Image Understanding
Adapted active appearance models
Journal on Image and Video Processing
3D shape constraint for facial feature localization using probabilistic-like output
FGR' 04 Proceedings of the Sixth IEEE international conference on Automatic face and gesture recognition
A graphical model based solution to the facial feature point tracking problem
Image and Vision Computing
Robust facial landmark detection for intelligent vehicle system
AMFG'05 Proceedings of the Second international conference on Analysis and Modelling of Faces and Gestures
Digital paparazzi: spotting celebrities in professional photo libraries
ACCV'12 Proceedings of the 11th Asian conference on Computer Vision - Volume Part II
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The Active Wavelet Network (AWN) [9] approach was recently proposedfor automatic face alignment, showing advantages over ActiveAppearance Models (AAM), such as more robustness against partialocclusions and illumination changes. In this paper, we (1) extendthe AWN method to a view-based approach, (2) verify the robustnessof our algorithm with respect to unseen views in a large datasetand (3)show that using only nine wavelets, our method yieldssimilar performance to state-of-the-art face alignment systems,with a significant enhancement in terms of speed. Afteroptimization, our system requires only 3ms per iteration on a1.6GHz Pentium IV. We show applications in face alignment forrecognition and real-time facial feature tracking underlarge posevariations.