Out-of-core tensor approximation of multi-dimensional matrices of visual data
ACM SIGGRAPH 2005 Papers
Survey on tensor signal algebraic filtering
Signal Processing
Journal of Visual Languages and Computing
Interest point detection using imbalance oriented selection
Pattern Recognition
Hierarchical Tensor Approximation of Multi-Dimensional Visual Data
IEEE Transactions on Visualization and Computer Graphics
EmoPlayer: A media player for video clips with affective annotations
Interacting with Computers
A Tensor Approximation Approach to Dimensionality Reduction
International Journal of Computer Vision
Expression-invariant face recognition by facial expression transformations
Pattern Recognition Letters
Algorithms for sparse nonnegative tucker decompositions
Neural Computation
An interactive facial expression generation system
Multimedia Tools and Applications
Learning a Person-Independent Representation for Precise 3D Pose Estimation
Multimodal Technologies for Perception of Humans
Multidimensional Noise Removal Based on Fourth Order Cumulants
ACIVS '08 Proceedings of the 10th International Conference on Advanced Concepts for Intelligent Vision Systems
n-Mode Singular Vector Selection in Higher-Order Singular Value Decomposition
IEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences
Audio-visual human recognition using semi-supervised spectral learning and hidden Markov models
Journal of Visual Languages and Computing
Real-time facial expression recognition using STAAM and layered GDA classifier
Image and Vision Computing
A unified tensor framework for face recognition
Pattern Recognition
On Decomposing an Unseen 3D Face into Neutral Face and Expression Deformations
ICB '09 Proceedings of the Third International Conference on Advances in Biometrics
Bayesian tensor inference for sketch-based facial photo hallucination
IJCAI'07 Proceedings of the 20th international joint conference on Artifical intelligence
Synchronized submanifold embedding for person-independent pose estimation and beyond
IEEE Transactions on Image Processing
Mode-kn factor analysis for image ensembles
IEEE Transactions on Image Processing
An assistive mask with biorobotic control to enhance facial expressiveness
IROS'09 Proceedings of the 2009 IEEE/RSJ international conference on Intelligent robots and systems
Person-similarity weighted feature for expression recognition
ACCV'07 Proceedings of the 8th Asian conference on Computer vision - Volume Part II
Image ratio features for facial expression recognition application
IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics - Special issue on game theory
Bilinear kernel reduced rank regression for facial expression synthesis
ECCV'10 Proceedings of the 11th European conference on Computer vision: Part II
Face localization via hierarchical CONDENSATION with fisher boosting feature selection
CVPR'04 Proceedings of the 2004 IEEE computer society conference on Computer vision and pattern recognition
A new implementation of common matrix approach using third-order tensors for face recognition
Expert Systems with Applications: An International Journal
Optimum subspace learning and error correction for tensors
ECCV'10 Proceedings of the 11th European conference on computer vision conference on Computer vision: Part III
Sparse non-negative tensor factorization using columnwise coordinate descent
Pattern Recognition
Uni-orthogonal nonnegative tucker decomposition for supervised image classification
ICIAP'11 Proceedings of the 16th international conference on Image analysis and processing: Part I
Facial expression analysis using nonlinear decomposable generative models
AMFG'05 Proceedings of the Second international conference on Analysis and Modelling of Faces and Gestures
Facial expression transformations for expression-invariant face recognition
ISVC'06 Proceedings of the Second international conference on Advances in Visual Computing - Volume Part I
MRCS'06 Proceedings of the 2006 international conference on Multimedia Content Representation, Classification and Security
Task specific factors for video characterization
ICVGIP'06 Proceedings of the 5th Indian conference on Computer Vision, Graphics and Image Processing
A realistic dynamic facial expression transfer method
Neurocomputing
A New Truncation Strategy for the Higher-Order Singular Value Decomposition
SIAM Journal on Scientific Computing
Tensor rank one differential graph preserving analysis for facial expression recognition
Image and Vision Computing
Facial action transfer with personalized bilinear regression
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part II
Computer Vision and Image Understanding
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In this paper, we propose a novel approach for facialexpression decomposition - Higher-Order Singular ValueDecomposition (HOSVD), a natural generalization ofmatrix SVD. We learn the expression subspace and personsubspace from a corpus of images showing seven basicfacial expressions, rather than resort to expert-coded facialexpression parameters as in [3]. We propose a simultaneousface and facial expression recognition algorithm,which can classify the given image into one of the sevenbasic facial expression categories, and then other facialexpressions of the new person can be synthesized using thelearned expression subspace model. The contributions ofthis work lie mainly in two aspects. First, we propose a newHOSVD based approach to model the mapping betweenpersons and expressions, used for facial expression synthesisfor a new person. Second, we realize simultaneous faceand facial expression recognition as a result of facialexpression decomposition. Experimental results are presentedthat illustrate the capability of the person subspaceand expression subspace in both synthesis and recognitiontasks. As a quantitative measure of the quality of synthesis,we propose using Gradient Minimum Square Error (GMSE)which measures the gradient difference between the originaland synthesized images.