Synthesis of Novel Views from a Single Face Image
International Journal of Computer Vision
Multidimensional Morphable Models: A Framework for Representing and Matching Object Classes
International Journal of Computer Vision
A morphable model for the synthesis of 3D faces
Proceedings of the 26th annual conference on Computer graphics and interactive techniques
Design and Use of Linear Models for Image Motion Analysis
International Journal of Computer Vision
Introduction: Learning and Vision at CBCL
International Journal of Computer Vision - special issue on learning and vision at the center for biological and computational learning, Massachusetts Institute of Technology
The Quotient Image: Class-Based Re-Rendering and Recognition with Varying Illuminations
IEEE Transactions on Pattern Analysis and Machine Intelligence
Shape Matching and Object Recognition Using Shape Contexts
IEEE Transactions on Pattern Analysis and Machine Intelligence
Determining Correspondences for Statistical Models of Appearance
ECCV '00 Proceedings of the 6th European Conference on Computer Vision-Part I
Bootstrap Initialization of Nonparametric Texture Models for Tracking
ECCV '00 Proceedings of the 6th European Conference on Computer Vision-Part II
Face Detection Based on Support Vector Machines
SVM '02 Proceedings of the First International Workshop on Pattern Recognition with Support Vector Machines
CVPR '98 Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition
Clustering Appearances of 3D Objects
CVPR '98 Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition
Rotation Invariant Neural Network-Based Face Detection
CVPR '98 Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition
IEEE Transactions on Pattern Analysis and Machine Intelligence
Data Driven Image Models through Continuous Joint Alignment
IEEE Transactions on Pattern Analysis and Machine Intelligence
Training a reciprocal-sigmoid classifier by feature scaling-space
Machine Learning
LabelMe: A Database and Web-Based Tool for Image Annotation
International Journal of Computer Vision
Face detection and facial component extraction by wavelet decomposition and support vector machines
AVBPA'03 Proceedings of the 4th international conference on Audio- and video-based biometric person authentication
Facial contour labeling via congealing
ECCV'10 Proceedings of the 11th European conference on Computer vision: Part I
Active morphable model: an efficient method for face analysis
FGR' 04 Proceedings of the Sixth IEEE international conference on Automatic face and gesture recognition
Deformable object modelling and matching
ACCV'10 Proceedings of the 10th Asian conference on Computer vision - Volume Part I
Proceedings of the ACM SIGGRAPH/Eurographics Symposium on Non-Photorealistic Animation and Rendering
Semi-supervised facial landmark annotation
Computer Vision and Image Understanding
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Flexible models of object classes, based on linear combinations of prototypical images, are capable of matching novel images of the same class and have been shown to be a powerful tool to solve several fundamental vision tasks such as recognition, synthesis and correspondence. The key problem in creating a specific flexible model is the computation of pixelwise correspondence between the prototypes, a task done until now in a semiautomatic way. In this paper we describe an algorithm that automatically bootstraps the correspondence between the prototypes. The algorithm -which can be used for 2D images as well as for 3D models-is shown to synthesize successfully a flexible model of frontal face images and a flexible model of handwritten digits.