Aleix M. Martínez

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024

2021

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

[BibT_eX]

[DOI]

IEEE Trans. Affect. Comput., 2021

Adding Knowledge to Unsupervised Algorithms for the Recognition of Intent.

[BibT_eX]

[DOI]

Stuart Synakowski

Int. J. Comput. Vis., 2021

Leveraging The Topological Consistencies of Learning in Deep Neural Networks.

[BibT_eX]

[DOI]

Stuart Synakowski

Fabian Benitez-Quiroz

CoRR, 2021

Diamond in the rough: Improving image realism by traversing the GAN latent space.

[BibT_eX]

[DOI]

Jeffrey Wen

Fabian Benitez-Quiroz

CoRR, 2021

Detail Me More: Improving GAN's photo-realism of complex scenes.

[BibT_eX]

[DOI]

Raghudeep Gadde

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

When do GANs replicate? On the choice of dataset size.

[BibT_eX]

[DOI]

Chenqi Guo

Fabian Benitez-Quiroz

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

2020

GANimation: One-Shot Anatomically Consistent Facial Animation.

[BibT_eX]

[DOI]

Francesc Moreno-Noguer

Int. J. Comput. Vis., 2020

Computing the Testing Error without a Testing Set.

[BibT_eX]

[DOI]

CoRR, 2020

Explainable Early Stopping for Action Unit Recognition.

[BibT_eX]

[DOI]

Proceedings of the 15th IEEE International Conference on Automatic Face and Gesture Recognition, 2020

Computing the Testing Error Without a Testing Set.

[BibT_eX]

[DOI]

Ciprian A. Corneanu

Sergio Escalera

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

2019

Discriminant Functional Learning of Color Features for the Recognition of Facial Action Units and Their Intensities.

[BibT_eX]

[DOI]

Carlos F. Benitez-Quiroz

IEEE Trans. Pattern Anal. Mach. Intell., 2019

What Does It Mean to Learn in Deep Networks? And, How Does One Detect Adversarial Attacks?

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

2018

Facial color is an efficient mechanism to visually transmit emotion.

[BibT_eX]

[DOI]

Carlos F. Benitez-Quiroz

Proc. Natl. Acad. Sci. USA, 2018

A Simple, Fast and Highly-Accurate Algorithm to Recover 3D Shape from 2D Landmarks on a Single Image.

[BibT_eX]

[DOI]

Ruiqi Zhao

Mohammad Hovaidi-Ardestani

IEEE Trans. Pattern Anal. Mach. Intell., 2018

Neural Model for the Visual Recognition of Animacy and Social Interaction.

[BibT_eX]

[DOI]

Nitin Saini

Martin A. Giese

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2018, 2018

GANimation: Anatomically-Aware Facial Animation from a Single Image.

[BibT_eX]

[DOI]

Francesc Moreno-Noguer

Proceedings of the Computer Vision - ECCV 2018, 2018

Learning Facial Action Units From Web Images With Scalable Weakly Supervised Clustering.

[BibT_eX]

[DOI]

Kaili Zhao

Wen-Sheng Chu

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.

[BibT_eX]

[DOI]

CoRR, 2017

Recognition of Action Units in the Wild with Deep Nets and a New Global-Local Loss.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Shichuan Du

Proceedings of the Gesture Recognition, 2017

2016

Multiple Ordinal Regression by Maximizing the Sum of Margins.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2016

Labeled Graph Kernel for Behavior Analysis.

[BibT_eX]

[DOI]

Ruiqi Zhao

IEEE Trans. Pattern Anal. Mach. Intell., 2016

Guest Editorial: Special Section on CVPR 2014.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2016

Fast and Precise Face Alignment and 3D Shape Reconstruction from a Single 2D Image.

[BibT_eX]

[DOI]

Ruiqi Zhao

Yaojie Liu

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.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

2015

Precise Fiducial Detection.

[BibT_eX]

[DOI]

Samuel Rivera

Proceedings of the Encyclopedia of Biometrics, Second Edition, 2015

Face Recognition, Overview.

[BibT_eX]

[DOI]

Proceedings of the Encyclopedia of Biometrics, Second Edition, 2015

Face Recognition, Component-Based.

[BibT_eX]

[DOI]

Proceedings of the Encyclopedia of Biometrics, Second Edition, 2015

2014

Multiobjective Optimization for Model Selection in Kernel Methods in Regression.

[BibT_eX]

[DOI]

Di You

IEEE Trans. Neural Networks Learn. Syst., 2014

Minimizing Nearest Neighbor Classification Error for Nonparametric Dimension Reduction.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2014

Salient and non-salient fiducial detection using a probabilistic graphical model.

[BibT_eX]

[DOI]

Carlos F. Benitez-Quiroz

Samuel Rivera

Pattern Recognit., 2014

Compound facial expressions of emotion.

[BibT_eX]

[DOI]

Shichuan Du

Yong Tao

Proc. Natl. Acad. Sci. USA, 2014

2012

Learning deformable shape manifolds.

[BibT_eX]

[DOI]

Samuel Rivera

Pattern Recognit., 2012

A Model of the Perception of Facial Expressions of Emotion by Humans: Research Overview and Perspectives.

[BibT_eX]

[DOI]

Shichuan Du

J. Mach. Learn. Res., 2012

Learning Spatially-Smooth Mappings in Non-Rigid Structure From Motion.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2012, 2012

Automatic selection of eye tracking variables in visual categorization for adults and infants.

[BibT_eX]

[DOI]

Proceedings of the 34th Annual Meeting of the Cognitive Science Society, 2012

2011

Fisherfaces.

[BibT_eX]

[DOI]

Scholarpedia, 2011

Kernel Optimization in Discriminant Analysis.

[BibT_eX]

[DOI]

Di You

IEEE Trans. Pattern Anal. Mach. Intell., 2011

Computing Smooth Time Trajectories for Camera and Deformable Shape in Structure from Motion with Occlusion.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2011

Kernel non-rigid structure from motion.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Computer Vision, 2011

Non-rigid structure from motion with complementary rank-3 spaces.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2010

Rigid Structure from Motion from a Blind Source Separation Perspective.

[BibT_eX]

[DOI]

Jeff Fortuna

Int. J. Comput. Vis., 2010

Bayes optimal kernel discriminant analysis.

[BibT_eX]

[DOI]

Di You

Proceedings of the Twenty-Third IEEE Conference on Computer Vision and Pattern Recognition, 2010

2009

Face Recognition, Overview.

[BibT_eX]

[DOI]

Proceedings of the Encyclopedia of Biometrics, 2009

Face Recognition, Component-Based.

[BibT_eX]

[DOI]

Proceedings of the Encyclopedia of Biometrics, 2009

Low-Rank Matrix Fitting Based on Subspace Perturbation Analysis with Applications to Structure from Motion.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2009

Rotation Invariant Kernels and Their Application to Shape Analysis.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2009

Modelling and recognition of the linguistic components in American Sign Language.

[BibT_eX]

[DOI]

Image Vis. Comput., 2009

Active Appearance Models with Rotation Invariant Kernels.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of the 2009 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2009), 2009

2008

Pruning Noisy Bases in Discriminant Analysis.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks, 2008

Who is LB1? Discriminant analysis for the classification of specimens.

[BibT_eX]

[DOI]

Pattern Recognit., 2008

Bayes Optimality in Linear Discriminant Analysis.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

BMC Bioinform., 2008

Face recognition with occlusions in the training and testing sets.

[BibT_eX]

[DOI]

Proceedings of the 8th IEEE International Conference on Automatic Face and Gesture Recognition (FG 2008), 2008

Precise detailed detection of faces and facial features.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

J. Mach. Learn. Res., 2007

Spherical-Homoscedastic Shapes.

[BibT_eX]

[DOI]

Proceedings of the IEEE 11th International Conference on Computer Vision, 2007

Sparse Kernels for Bayes Optimal Discriminant Analysis.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of the Fourth IEEE International Conference on Advanced Video and Signal Based Surveillance, 2007

2006

Subclass Discriminant Analysis.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2006

A weighted probabilistic approach to face recognition from multiple images and video sequences.

[BibT_eX]

[DOI]

Yongbin Zhang

Image Vis. Comput., 2006

Selecting Principal Components in a Two-Stage LDA Algorithm.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Jeff Fortuna

Proceedings of the 3rd International Symposium on 3D Data Processing, 2006

A Blind Source Separation Approach to Structure from Motion.

[BibT_eX]

[DOI]

Jeff Fortuna

Proceedings of the 3rd International Symposium on 3D Data Processing, 2006

2005

Where Are Linear Feature Extraction Methods Applicable?

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2005

Robust motion estimation under varying illumination.

[BibT_eX]

[DOI]

Yeon-Ho Kim

Image Vis. Comput., 2005

Evaluation of the Modelling of Local Areas and Errors of Localization in FRGC' 05.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2005

2004

On combining graph-partitioning with non-parametric clustering for image segmentation.

[BibT_eX]

[DOI]

Pradit Mittrapiyanuruk

Comput. Vis. Image Underst., 2004

Recognition of Expression Variant Faces Using Weighted Subspaces.

[BibT_eX]

[DOI]

Yongbin Zhang

Proceedings of the 17th International Conference on Pattern Recognition, 2004

Optimal Subclass Discovery for Discriminant Analysis.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2004

From Stills to Video: Face Recognition Using a Probabilistic Approach.

[BibT_eX]

[DOI]

Yongbin Zhang

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2004

A Local Approach for Robust Optical Flow Estimation under Varying Illumination.

[BibT_eX]

[DOI]

Yeon-Ho Kim

Proceedings of the British Machine Vision Conference, 2004

2003

Special issue on face recognition.

[BibT_eX]

[DOI]

Ming-Hsuan Yang

David J. Kriegman

Comput. Vis. Image Underst., 2003

Template-based Recognition of Static Sitting Postures.

[BibT_eX]

[DOI]

Hong Z. Tan

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2003

Recognizing Expression Variant Faces from a Single Sample Image per Class.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2002

Purdue RVL-SLLL ASL Database for Automatic Recognition of American Sign Language.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Jordi Vitrià

IEEE Trans. Syst. Man Cybern. Part B, 2001

PCA versus LDA.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2001

2000

A New Approach to Object-Related Image Retrieval.

[BibT_eX]

[DOI]

Joan R. Serra

J. Vis. Lang. Comput., 2000

Learning mixture models using a genetic version of the EM algorithm.

[BibT_eX]

[DOI]

Jordi Vitrià

Pattern Recognit. Lett., 2000

Recognition of Partially Occluded and/or Imprecisely Localized Faces Using a Probabilistic Approach.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]