Face Identification by Fitting a 3D Morphable Model Using Linear Shape and Texture Error Functions
ECCV '02 Proceedings of the 7th European Conference on Computer Vision-Part IV
Fisher Light-Fields for Face Recognition across Pose and Illumination
Proceedings of the 24th DAGM Symposium on Pattern Recognition
Face Recognition Based on Fitting a 3D Morphable Model
IEEE Transactions on Pattern Analysis and Machine Intelligence
Illumination Modeling and Normalization for Face Recognition
AMFG '03 Proceedings of the IEEE International Workshop on Analysis and Modeling of Faces and Gestures
Face recognition with visible and thermal infrared imagery
Computer Vision and Image Understanding - Special issue on Face recognition
The CMU Pose, Illumination, and Expression Database
IEEE Transactions on Pattern Analysis and Machine Intelligence
Face Recognition in Hyperspectral Images
IEEE Transactions on Pattern Analysis and Machine Intelligence
Appearance-Based Face Recognition and Light-Fields
IEEE Transactions on Pattern Analysis and Machine Intelligence
Resolution enhancement of facial image based on top-down learning
IWVS '03 First ACM SIGMM international workshop on Video surveillance
IEEE Transactions on Pattern Analysis and Machine Intelligence
Recent advances in visual and infrared face recognition: a review
Computer Vision and Image Understanding
On transforming statistical models for non-frontal face verification
Pattern Recognition
Face recognition under arbitrary illumination using illuminated exemplars
Pattern Recognition
Three-dimensional face recognition using combinations of surface feature map subspace components
Image and Vision Computing
An improved method for Daugman's iris localization algorithm
Computers in Biology and Medicine
Performance characterization in computer vision: A guide to best practices
Computer Vision and Image Understanding
Learning to Locate Informative Features for Visual Identification
International Journal of Computer Vision
Application of semantic features in face recognition
Pattern Recognition
An overview on model-based approaches in face recognition
AIKED'08 Proceedings of the 7th WSEAS International Conference on Artificial intelligence, knowledge engineering and data bases
Taking the bite out of automated naming of characters in TV video
Image and Vision Computing
Efficient statistical face recognition across pose using local binary patterns and Gabor wavelets
BTAS'09 Proceedings of the 3rd IEEE international conference on Biometrics: Theory, applications and systems
Efficient 3D reconstruction for face recognition
Pattern Recognition
Robust face recognition using 2D and 3D data: Pose and illumination compensation
Pattern Recognition
An image preprocessing algorithm for illumination invariant face recognition
AVBPA'03 Proceedings of the 4th international conference on Audio- and video-based biometric person authentication
Assessment of time dependency in face recognition: an initial study
AVBPA'03 Proceedings of the 4th international conference on Audio- and video-based biometric person authentication
Synthesis of high-resolution facial image based on top-down learning
AVBPA'03 Proceedings of the 4th international conference on Audio- and video-based biometric person authentication
PSIVT'07 Proceedings of the 2nd Pacific Rim conference on Advances in image and video technology
An efficient 3D face recognition algorithm
NTMS'09 Proceedings of the 3rd international conference on New technologies, mobility and security
Plastic surgery: a new dimension to face recognition
IEEE Transactions on Information Forensics and Security
IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics - Special issue on gait analysis
FGR' 04 Proceedings of the Sixth IEEE international conference on Automatic face and gesture recognition
Registration of infra-red and visible-spectrum imagery for face recognition
FGR' 04 Proceedings of the Sixth IEEE international conference on Automatic face and gesture recognition
Resolution enhancement of facial image using an error back-projection of example-based learning
FGR' 04 Proceedings of the Sixth IEEE international conference on Automatic face and gesture recognition
Face recognition in hyperspectral images
CVPR'03 Proceedings of the 2003 IEEE computer society conference on Computer vision and pattern recognition
Computer Vision and Image Understanding
An improvement method for daugman's iris localization algorithm
ISNN'11 Proceedings of the 8th international conference on Advances in neural networks - Volume Part II
Eigenlights: recovering illumination from face images
IDEAL'11 Proceedings of the 12th international conference on Intelligent data engineering and automated learning
Hybrid face recognition based on real-time multi-camera stereo-matching
ISVC'11 Proceedings of the 7th international conference on Advances in visual computing - Volume Part II
Facial image reconstruction by SVDD-Based pattern de-noising
ICB'06 Proceedings of the 2006 international conference on Advances in Biometrics
Exploring facial expression effects in 3d face recognition using partial ICP
ACCV'06 Proceedings of the 7th Asian conference on Computer Vision - Volume Part I
Illumination invariant face recognition using linear combination of face exemplars
AVBPA'05 Proceedings of the 5th international conference on Audio- and Video-Based Biometric Person Authentication
A survey of 3d face recognition methods
AVBPA'05 Proceedings of the 5th international conference on Audio- and Video-Based Biometric Person Authentication
Robust face recognition across lighting variations using synthesized exemplars
ICIC'05 Proceedings of the 2005 international conference on Advances in Intelligent Computing - Volume Part I
Towards 3d face model from 2d view
IMTCI'04 Proceedings of the Second international conference on Intelligent Media Technology for Communicative Intelligence
3D face recognition using eigen-spectrum on the flattened facial surface
SINOBIOMETRICS'04 Proceedings of the 5th Chinese conference on Advances in Biometric Person Authentication
How can we reconstruct facial image from partially occluded or low-resolution one?
SINOBIOMETRICS'04 Proceedings of the 5th Chinese conference on Advances in Biometric Person Authentication
On the simultaneous recognition of identity and expression from BU-3DFE datasets
Pattern Recognition Letters
Latent identity variables: biometric matching without explicit identity estimation
ICB'07 Proceedings of the 2007 international conference on Advances in Biometrics
Proceedings of International Conference on Advances in Mobile Computing & Multimedia
Nearest neighbor weighted average customization for modeling faces
Machine Vision and Applications
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We present a novel approach for recognizing faces in images taken from different directions and under different illumination. The method is based on a 3D morphable face model that encodes shape and texture in terms of model parameters, and an algorithm that recovers these parameters from a single image of a face. For face identification, we use the shape and texture parameters of the model that are separated from imaging parameters, such as pose and illumination. In addition to the identity, the system provides a measure of confidence. We report experimental results for more than 4000 images from the publicly available CMU-PIE database.