Principal component neural networks: theory and applications
Principal component neural networks: theory and applications
IEEE Transactions on Pattern Analysis and Machine Intelligence
ECCV '98 Proceedings of the 5th European Conference on Computer Vision-Volume II - Volume II
The Acquisition and Use of Interaction Behavior Models
CVPR '98 Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition
Interpreting Face Images Using Active Appearance Models
FG '98 Proceedings of the 3rd. International Conference on Face & Gesture Recognition
Efficient Active Appearance Model for Real-Time Head and Facial Feature Tracking
AMFG '03 Proceedings of the IEEE International Workshop on Analysis and Modeling of Faces and Gestures
Active Appearance Models Revisited
International Journal of Computer Vision
Generic vs. person specific active appearance models
Image and Vision Computing
Optimal reduced-rank estimation and filtering
IEEE Transactions on Signal Processing
Visual inference of human emotion and behaviour
Proceedings of the 9th international conference on Multimodal interfaces
Fusing gait and face cues for human gender recognition
Neurocomputing
Learning AAM fitting through simulation
Pattern Recognition
A comparative study of facial appearance modeling methods for active appearance models
Pattern Recognition Letters
Facial emotion classification using active appearance model and support vector machine classifier
Machine Graphics & Vision International Journal
Wavelet-driven knowledge-based MRI calf muscle segmentation
ISBI'09 Proceedings of the Sixth IEEE international conference on Symposium on Biomedical Imaging: From Nano to Macro
Generalized sparse MRF appearance models
Image and Vision Computing
Super-resolution of human face image using canonical correlation analysis
Pattern Recognition
Video-based face model fitting using Adaptive Active Appearance Model
Image and Vision Computing
A review of active appearance models
IEEE Transactions on Systems, Man, and Cybernetics, Part C: Applications and Reviews
Face image relighting using locally constrained global optimization
ECCV'10 Proceedings of the 11th European conference on Computer vision: Part IV
Deformable object modelling and matching
ACCV'10 Proceedings of the 10th Asian conference on Computer vision - Volume Part I
A comparison study of inferences on graphical model for registering surface model to 3D image
MLMI'11 Proceedings of the Second international conference on Machine learning in medical imaging
Face recognition using two-dimensional CCA and PLS
International Journal of Biometrics
Real-Time Facial Feature Tracking on a Mobile Device
International Journal of Computer Vision
Continuous regression for non-rigid image alignment
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part VII
ECCV'12 Proceedings of the 12th international conference on Computer Vision - Volume Part I
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A fast AAM search algorithm based on canonical correlation analysis (CCA-AAM) is introduced. It efficiently models the dependency between texture residuals and model parameters during search. Experiments show that CCA-AAMs, while requiring similar implementation effort, consistently outperform standard search with regard to convergence speed by a factor of four.