Eigenfaces vs. Fisherfaces: Recognition Using Class Specific Linear Projection
IEEE Transactions on Pattern Analysis and Machine Intelligence
IEEE Transactions on Pattern Analysis and Machine Intelligence
From Few to Many: Illumination Cone Models for Face Recognition under Variable Lighting and Pose
IEEE Transactions on Pattern Analysis and Machine Intelligence
IEEE Transactions on Pattern Analysis and Machine Intelligence
Comprehensive Database for Facial Expression Analysis
FG '00 Proceedings of the Fourth IEEE International Conference on Automatic Face and Gesture Recognition 2000
The CMU Pose, Illumination, and Expression Database
IEEE Transactions on Pattern Analysis and Machine Intelligence
Active Appearance Models Revisited
International Journal of Computer Vision
Journal of Cognitive Neuroscience
Lighting aware preprocessing for face recognition across varying illumination
ECCV'10 Proceedings of the 11th European conference on Computer vision: Part II
Coupled Gaussian process regression for pose-invariant facial expression recognition
ECCV'10 Proceedings of the 11th European conference on Computer vision: Part II
Local binary patterns for multi-view facial expression recognition
Computer Vision and Image Understanding
Structure from motion and photometric stereo for dense 3D shape recovery
ICIAP'11 Proceedings of the 16th international conference on Image analysis and processing: Part I
Cross-pose face recognition based on partial least squares
Pattern Recognition Letters
Joint dynamic sparse representation for multi-view face recognition
Pattern Recognition
High-throughput-derived biologically-inspired features for unconstrained face recognition
Image and Vision Computing
Nearest neighbor classifier generalization through spatially constrained filters
Pattern Recognition
Robust pose invariant face recognition using coupled latent space discriminant analysis
Computer Vision and Image Understanding
Hi4D-ADSIP 3-D dynamic facial articulation database
Image and Vision Computing
Control of speech-related facial movements of an avatar from video
Speech Communication
Morphable displacement field based image matching for face recognition across pose
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part I
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part I
Efficient misalignment-robust representation for real-time face recognition
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part I
Separability oriented preprocessing for illumination-insensitive face recognition
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part VII
Anchored deformable face ensemble alignment
ECCV'12 Proceedings of the 12th international conference on Computer Vision - Volume Part I
Pose-robust face recognition via sparse representation
Pattern Recognition
Human age estimation using ranking SVM
CCBR'12 Proceedings of the 7th Chinese conference on Biometric Recognition
Head pose estimation via background removal
IScIDE'12 Proceedings of the third Sino-foreign-interchange conference on Intelligent Science and Intelligent Data Engineering
Facial expression recognition using a new image representation and multiple feature fusion
IScIDE'12 Proceedings of the third Sino-foreign-interchange conference on Intelligent Science and Intelligent Data Engineering
A comparative study of color texture features for face analysis
CCIW'13 Proceedings of the 4th international conference on Computational Color Imaging
ACCV'12 Proceedings of the 11th Asian conference on Computer Vision - Volume Part II
Generic active appearance models revisited
ACCV'12 Proceedings of the 11th Asian conference on Computer Vision - Volume Part III
eHeritage of shadow puppetry: creation and manipulation
Proceedings of the 21st ACM international conference on Multimedia
eHeritage of shadow puppetry: creation and manipulation
Proceedings of the 21st ACM international conference on Multimedia
Selective generation of Gabor features for fast face recognition on mobile devices
Pattern Recognition Letters
Facing reality: an industrial view on large scale use of facial expression analysis
Proceedings of the 2013 on Emotion recognition in the wild challenge and workshop
Combining texture and stereo disparity cues for real-time face detection
Image Communication
Continuous Generalized Procrustes analysis
Pattern Recognition
Robust gender recognition by exploiting facial attributes dependencies
Pattern Recognition Letters
Face recognition for web-scale datasets
Computer Vision and Image Understanding
Low-resolution face recognition: a review
The Visual Computer: International Journal of Computer Graphics
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A close relationship exists between the advancement of face recognition algorithms and the availability of face databases varying factors that affect facial appearance in a controlled manner. The CMU PIE database has been very influential in advancing research in face recognition across pose and illumination. Despite its success the PIE database has several shortcomings: a limited number of subjects, a single recording session and only few expressions captured. To address these issues we collected the CMU Multi-PIE database. It contains 337 subjects, imaged under 15 view points and 19 illumination conditions in up to four recording sessions. In this paper we introduce the database and describe the recording procedure. We furthermore present results from baseline experiments using PCA and LDA classifiers to highlight similarities and differences between PIE and Multi-PIE.