Three-dimensional object recognition
ACM Computing Surveys (CSUR) - Annals of discrete mathematics, 24
Application of the Karhunen-Loeve Procedure for the Characterization of Human Faces
IEEE Transactions on Pattern Analysis and Machine Intelligence
Recognition by Linear Combinations of Models
IEEE Transactions on Pattern Analysis and Machine Intelligence - Special issue on interpretation of 3-D scenes—part I
Geometry and photometry in three-dimensional visual recognition
Geometry and photometry in three-dimensional visual recognition
3D position, attitude and shape input using video tracking of hands and lips
SIGGRAPH '94 Proceedings of the 21st annual conference on Computer graphics and interactive techniques
Visual learning and recognition of 3-D objects from appearance
International Journal of Computer Vision
IEEE Spectrum
Perceiving and recognizing three-dimensional forms
Perceiving and recognizing three-dimensional forms
Pose-invariant face recognition using real and virtual views
Pose-invariant face recognition using real and virtual views
Generalized Image Matching: Statistical Learning of Physically-Based Deformations
ECCV '96 Proceedings of the 4th European Conference on Computer Vision-Volume I - Volume I
A bootstrapping algorithm for learning linear models of object classes
CVPR '97 Proceedings of the 1997 Conference on Computer Vision and Pattern Recognition (CVPR '97)
Gaze Estimation Using Morphable Models
FG '98 Proceedings of the 3rd. International Conference on Face & Gesture Recognition
A unified approach to coding and interpreting face images
ICCV '95 Proceedings of the Fifth International Conference on Computer Vision
Model-based matching of line drawings by linear combinations of prototypes
ICCV '95 Proceedings of the Fifth International Conference on Computer Vision
Viewpoint-specific Representations in Three-dimensional Object Recognition
Viewpoint-specific Representations in Three-dimensional Object Recognition
Linear Object Classes and Image Synthesis from a Single Example Image
Linear Object Classes and Image Synthesis from a Single Example Image
Recognition and Structure from one 2D Model View: Observations on Prototypes, Object Classes and Symmetries
A Novel Approach to Graphics
Projective Structure from two Uncalibrated Images: Structure from Motion and Recognition
Projective Structure from two Uncalibrated Images: Structure from Motion and Recognition
Example Based Image Analysis and Synthesis
Example Based Image Analysis and Synthesis
Face Recognition From One Example View
Face Recognition From One Example View
Vectorizing Face Images by Interleaving Shape and Texture Computations
Vectorizing Face Images by Interleaving Shape and Texture Computations
A Theory of How the Brain Might Work
A Theory of How the Brain Might Work
A deformable model for the recognition of human faces under arbitrary illumination
A deformable model for the recognition of human faces under arbitrary illumination
Alignment by maximization of mutual information
Alignment by maximization of mutual information
International Journal of Computer Vision - special issue on learning and vision at the center for biological and computational learning, Massachusetts Institute of Technology
IEEE Transactions on Pattern Analysis and Machine Intelligence
Reconstruction of Partially Damaged Face Images Based on a Morphable Face Model
IEEE Transactions on Pattern Analysis and Machine Intelligence
Eye Gaze Correction with Stereovision for Video-Teleconferencing
ECCV '02 Proceedings of the 7th European Conference on Computer Vision-Part II
Combining Elastic and Statistical Models of Appearance Variation
ECCV '00 Proceedings of the 6th European Conference on Computer Vision-Part I
Determining Correspondences for Statistical Models of Appearance
ECCV '00 Proceedings of the 6th European Conference on Computer Vision-Part I
A Noise Robust Statistical Texture Model
MICCAI '02 Proceedings of the 5th International Conference on Medical Image Computing and Computer-Assisted Intervention-Part II
Face Reconstruction from Partial Information Based on a Morphable Face Model
BMCV '02 Proceedings of the Second International Workshop on Biologically Motivated Computer Vision
Prototypes of Biological Movements in Brains and Machines
BMCV '02 Proceedings of the Second International Workshop on Biologically Motivated Computer Vision
CVPR '98 Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition
Active blobs: region-based, deformable appearance models
Computer Vision and Image Understanding - Special issue on nonrigid image registration
Face Recognition Based on Fitting a 3D Morphable Model
IEEE Transactions on Pattern Analysis and Machine Intelligence
Eye Gaze Correction with Stereovision for Video-Teleconferencing
IEEE Transactions on Pattern Analysis and Machine Intelligence
Transferable videorealistic speech animation
Proceedings of the 2005 ACM SIGGRAPH/Eurographics symposium on Computer animation
Dynamic, expressive speech animation from a single mesh
SCA '07 Proceedings of the 2007 ACM SIGGRAPH/Eurographics symposium on Computer animation
Robust facial feature tracking under varying face pose and facial expression
Pattern Recognition
Robust Object Detection with Interleaved Categorization and Segmentation
International Journal of Computer Vision
Spatio-temporal constraints for on-line 3D object recognition in videos
Computer Vision and Image Understanding
An automatic portrait system based on and-or graph representation
EMMCVPR'07 Proceedings of the 6th international conference on Energy minimization methods in computer vision and pattern recognition
PSIVT'07 Proceedings of the 2nd Pacific Rim conference on Advances in image and video technology
Fast and automatic object pose estimation for range images on the GPU
Machine Vision and Applications - Integrated Imaging and Vision Techniques for Industrial Inspection
Semantics extraction from images
Knowledge-driven multimedia information extraction and ontology evolution
An efficient compression and reconstruction method of face image for low rate net
SINOBIOMETRICS'04 Proceedings of the 5th Chinese conference on Advances in Biometric Person Authentication
Morphable model space based face super-resolution reconstruction and recognition
Image and Vision Computing
Reconstructing a whole face image from a partially damaged or occluded image by multiple matching
ICB'07 Proceedings of the 2007 international conference on Advances in Biometrics
Learning deformations with parallel transport
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part II
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We describe a flexible model for representing images of objects of acertain class, known a priori, such as faces, and introduce a newalgorithm for matching it to a novel image and thereby perform image analysis. The flexible model, known as a multidimensional morphable model, is learned from example images of objects of aclass. In this paper we introduce an effective stochastic gradientdescent algorithm that automatically matches a model to a novel image.Several experiments demonstrate the robustness and the broad range ofapplicability of morphable models. Our approach can provide novelsolutions to several vision tasks, including the computation of imagecorrespondence, object verification and imagecompression.