Aleix M. Martínez

According to our database1, Aleix M. Martínez authored at least 79 papers between 1999 and 2020.

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Bibliography

2020
GANimation: One-Shot Anatomically Consistent Facial Animation.
Int. J. Comput. Vis., 2020

Computing the Testing Error without a Testing Set.
CoRR, 2020

2019
Discriminant Functional Learning of Color Features for the Recognition of Facial Action Units and Their Intensities.
IEEE Trans. Pattern Anal. Mach. Intell., 2019

What Does It Mean to Learn in Deep Networks? And, How Does One Detect Adversarial Attacks?
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

2018
Facial color is an efficient mechanism to visually transmit emotion.
Proc. Natl. Acad. Sci. USA, 2018

A Simple, Fast and Highly-Accurate Algorithm to Recover 3D Shape from 2D Landmarks on a Single Image.
IEEE Trans. Pattern Anal. Mach. Intell., 2018

Cross-Cultural and Cultural-Specific Production and Perception of Facial Expressions of Emotion in the Wild.
CoRR, 2018

Neural Model for the Visual Recognition of Animacy and Social Interaction.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2018, 2018

GANimation: Anatomically-Aware Facial Animation from a Single Image.
Proceedings of the Computer Vision - ECCV 2018, 2018

Learning Facial Action Units From Web Images With Scalable Weakly Supervised Clustering.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

2017
EmotioNet Challenge: Recognition of facial expressions of emotion in the wild.
CoRR, 2017

Recognition of Action Units in the Wild with Deep Nets and a New Global-Local Loss.
Proceedings of the IEEE International Conference on Computer Vision, 2017

A Model of the Perception of Facial Expressions of Emotion by Humans: Research Overview and Perspectives.
Proceedings of the Gesture Recognition, 2017

2016
Multiple Ordinal Regression by Maximizing the Sum of Margins.
IEEE Trans. Neural Networks Learn. Syst., 2016

Labeled Graph Kernel for Behavior Analysis.
IEEE Trans. Pattern Anal. Mach. Intell., 2016

Guest Editorial: Special Section on CVPR 2014.
IEEE Trans. Pattern Anal. Mach. Intell., 2016

Fast and Precise Face Alignment and 3D Shape Reconstruction from a Single 2D Image.
Proceedings of the Computer Vision - ECCV 2016 Workshops, 2016

EmotioNet: An Accurate, Real-Time Algorithm for the Automatic Annotation of a Million Facial Expressions in the Wild.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

2015
Precise Fiducial Detection.
Proceedings of the Encyclopedia of Biometrics, Second Edition, 2015

Face Recognition, Overview.
Proceedings of the Encyclopedia of Biometrics, Second Edition, 2015

Face Recognition, Component-Based.
Proceedings of the Encyclopedia of Biometrics, Second Edition, 2015

2014
Multiobjective Optimization for Model Selection in Kernel Methods in Regression.
IEEE Trans. Neural Networks Learn. Syst., 2014

Minimizing Nearest Neighbor Classification Error for Nonparametric Dimension Reduction.
IEEE Trans. Neural Networks Learn. Syst., 2014

Salient and non-salient fiducial detection using a probabilistic graphical model.
Pattern Recognit., 2014

Compound facial expressions of emotion.
Proc. Natl. Acad. Sci. USA, 2014

2012
Learning deformable shape manifolds.
Pattern Recognit., 2012

A Model of the Perception of Facial Expressions of Emotion by Humans: Research Overview and Perspectives.
J. Mach. Learn. Res., 2012

Learning Spatially-Smooth Mappings in Non-Rigid Structure From Motion.
Proceedings of the Computer Vision - ECCV 2012, 2012

Automatic selection of eye tracking variables in visual categorization for adults and infants.
Proceedings of the 34th Annual Meeting of the Cognitive Science Society, 2012

2011
Fisherfaces.
Scholarpedia, 2011

Kernel Optimization in Discriminant Analysis.
IEEE Trans. Pattern Anal. Mach. Intell., 2011

Computing Smooth Time Trajectories for Camera and Deformable Shape in Structure from Motion with Occlusion.
IEEE Trans. Pattern Anal. Mach. Intell., 2011

Kernel non-rigid structure from motion.
Proceedings of the IEEE International Conference on Computer Vision, 2011

Non-rigid structure from motion with complementary rank-3 spaces.
Proceedings of the 24th IEEE Conference on Computer Vision and Pattern Recognition, 2011

2010
Features versus Context: An Approach for Precise and Detailed Detection and Delineation of Faces and Facial Features.
IEEE Trans. Pattern Anal. Mach. Intell., 2010

Rigid Structure from Motion from a Blind Source Separation Perspective.
Int. J. Comput. Vis., 2010

Bayes optimal kernel discriminant analysis.
Proceedings of the Twenty-Third IEEE Conference on Computer Vision and Pattern Recognition, 2010

2009
Face Recognition, Overview.
Proceedings of the Encyclopedia of Biometrics, 2009

Face Recognition, Component-Based.
Proceedings of the Encyclopedia of Biometrics, 2009

Low-Rank Matrix Fitting Based on Subspace Perturbation Analysis with Applications to Structure from Motion.
IEEE Trans. Pattern Anal. Mach. Intell., 2009

Rotation Invariant Kernels and Their Application to Shape Analysis.
IEEE Trans. Pattern Anal. Mach. Intell., 2009

Modelling and recognition of the linguistic components in American Sign Language.
Image Vis. Comput., 2009

Active Appearance Models with Rotation Invariant Kernels.
Proceedings of the IEEE 12th International Conference on Computer Vision, ICCV 2009, Kyoto, Japan, September 27, 2009

Support Vector Machines in face recognition with occlusions.
Proceedings of the 2009 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2009), 2009

2008
Pruning Noisy Bases in Discriminant Analysis.
IEEE Trans. Neural Networks, 2008

Who is LB1? Discriminant analysis for the classification of specimens.
Pattern Recognit., 2008

Bayes Optimality in Linear Discriminant Analysis.
IEEE Trans. Pattern Anal. Mach. Intell., 2008

Using the information embedded in the testing sample to break the limits caused by the small sample size in microarray-based classification.
BMC Bioinform., 2008

Face recognition with occlusions in the training and testing sets.
Proceedings of the 8th IEEE International Conference on Automatic Face and Gesture Recognition (FG 2008), 2008

Precise detailed detection of faces and facial features.
Proceedings of the 2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2008), 2008

2007
Spherical-Homoscedastic Distributions: The Equivalency of Spherical and Normal Distributions in Classification.
J. Mach. Learn. Res., 2007

Spherical-Homoscedastic Shapes.
Proceedings of the IEEE 11th International Conference on Computer Vision, 2007

Sparse Kernels for Bayes Optimal Discriminant Analysis.
Proceedings of the 2007 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2007), 2007

Recovering the linguistic components of the manual signs in American Sign Language.
Proceedings of the Fourth IEEE International Conference on Advanced Video and Signal Based Surveillance, 2007

2006
Subclass Discriminant Analysis.
IEEE Trans. Pattern Anal. Mach. Intell., 2006

A weighted probabilistic approach to face recognition from multiple images and video sequences.
Image Vis. Comput., 2006

Selecting Principal Components in a Two-Stage LDA Algorithm.
Proceedings of the 2006 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2006), 2006

Three-Dimensional Shape and Motion Reconstruction for the Analysis of American Sign Language.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2006

Perturbation Estimation of the Subspaces for Structure from Motion with Noisy and Missing Data.
Proceedings of the 3rd International Symposium on 3D Data Processing, 2006

A Blind Source Separation Approach to Structure from Motion.
Proceedings of the 3rd International Symposium on 3D Data Processing, 2006

2005
Where Are Linear Feature Extraction Methods Applicable?
IEEE Trans. Pattern Anal. Mach. Intell., 2005

Robust motion estimation under varying illumination.
Image Vis. Comput., 2005

Evaluation of the Modelling of Local Areas and Errors of Localization in FRGC' 05.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2005

2004
On combining graph-partitioning with non-parametric clustering for image segmentation.
Comput. Vis. Image Underst., 2004

Recognition of Expression Variant Faces Using Weighted Subspaces.
Proceedings of the 17th International Conference on Pattern Recognition, 2004

Optimal Subclass Discovery for Discriminant Analysis.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2004

From Stills to Video: Face Recognition Using a Probabilistic Approach.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2004

A Local Approach for Robust Optical Flow Estimation under Varying Illumination.
Proceedings of the British Machine Vision Conference, 2004

2003
Special issue on face recognition.
Comput. Vis. Image Underst., 2003

Template-based Recognition of Static Sitting Postures.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2003

Recognizing Expression Variant Faces from a Single Sample Image per Class.
Proceedings of the 2003 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2003), 2003

2002
Recognizing Imprecisely Localized, Partially Occluded, and Expression Variant Faces from a Single Sample per Class.
IEEE Trans. Pattern Anal. Mach. Intell., 2002

Purdue RVL-SLLL ASL Database for Automatic Recognition of American Sign Language.
Proceedings of the 4th IEEE International Conference on Multimodal Interfaces (ICMI 2002), 2002

2001
Clustering in image space for place recognition and visual annotations for human-robot interaction.
IEEE Trans. Syst. Man Cybern. Part B, 2001

PCA versus LDA.
IEEE Trans. Pattern Anal. Mach. Intell., 2001

2000
A New Approach to Object-Related Image Retrieval.
J. Vis. Lang. Comput., 2000

Learning mixture models using a genetic version of the EM algorithm.
Pattern Recognit. Lett., 2000

Recognition of Partially Occluded and/or Imprecisely Localized Faces Using a Probabilistic Approach.
Proceedings of the 2000 Conference on Computer Vision and Pattern Recognition (CVPR 2000), 2000

1999
Semantic Access to a Database of Images: An Approach to Object-Related Image Retrieval.
Proceedings of the IEEE International Conference on Multimedia Computing and Systems, 1999


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