Semantic Access to a Database of Images: An Approach to Object-Related Image Retrieval. - Aleix M. Martínez; Joan R. Serra (ICMCS, Vol. 1, 1999)

Recognition of Partially Occluded and/or Imprecisely Localized Faces Using a Probabilistic Approach. - Aleix M. Martínez (CVPR, 2000)

Learning mixture models using a genetic version of the EM algorithm. - Aleix M. Martínez; Jordi Vitrià (Pattern Recognit. Lett., 2000)

A New Approach to Object-Related Image Retrieval. - Aleix M. Martínez; Joan R. Serra (J. Vis. Lang. Comput., 2000)

PCA versus LDA. - Aleix M. Martínez; Avinash C. Kak (IEEE Trans. Pattern Anal. Mach. Intell., 2001)

Clustering in image space for place recognition and visual annotations for human-robot interaction. - Aleix M. Martínez; Jordi Vitrià (IEEE Trans. Syst. Man Cybern. Part B, 2001)

Purdue RVL-SLLL ASL Database for Automatic Recognition of American Sign Language. - Aleix M. Martínez; Ronnie B. Wilbur; Robin Shay; Avinash C. Kak (ICMI, 2002)

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

Recognizing Expression Variant Faces from a Single Sample Image per Class. - Aleix M. Martínez (CVPR (1), 2003)

Template-based Recognition of Static Sitting Postures. - Manli Zhu; Aleix M. Martínez; Hong Z. Tan (CVPR Workshops, 2003)

Special issue on face recognition. - Aleix M. Martínez; Ming-Hsuan Yang 001; David J. Kriegman (Comput. Vis. Image Underst., 2003)

A Local Approach for Robust Optical Flow Estimation under Varying Illumination. - Yeon-Ho Kim; Aleix M. Martínez; Avinash C. Kak (BMVC, 2004)

From Stills to Video: Face Recognition Using a Probabilistic Approach. - Yongbin Zhang; Aleix M. Martínez (CVPR Workshops, 2004)

Optimal Subclass Discovery for Discriminant Analysis. - Manli Zhu; Aleix M. Martínez (CVPR Workshops, 2004)

Recognition of Expression Variant Faces Using Weighted Subspaces. - Yongbin Zhang; Aleix M. Martínez (ICPR (3), 2004)

On combining graph-partitioning with non-parametric clustering for image segmentation. - Aleix M. Martínez; Pradit Mittrapiyanuruk; Avinash C. Kak (Comput. Vis. Image Underst., 2004)

Evaluation of the Modelling of Local Areas and Errors of Localization in FRGC' 05. - Onur C. Hamsici; Aleix M. Martínez (CVPR Workshops, 2005)

Robust motion estimation under varying illumination. - Yeon-Ho Kim; Aleix M. Martínez; Avinash C. Kak (Image Vis. Comput., 2005)

Where Are Linear Feature Extraction Methods Applicable? - Aleix M. Martínez; Manli Zhu (IEEE Trans. Pattern Anal. Mach. Intell., 2005)

A Blind Source Separation Approach to Structure from Motion. - Jeff Fortuna; Aleix M. Martínez (3DPVT, 2006)

Perturbation Estimation of the Subspaces for Structure from Motion with Noisy and Missing Data. - Hongjun Jia; Jeff Fortuna; Aleix M. Martínez (3DPVT, 2006)

Three-Dimensional Shape and Motion Reconstruction for the Analysis of American Sign Language. - Liya Ding 001; Aleix M. Martínez (CVPR Workshops, 2006)

Selecting Principal Components in a Two-Stage LDA Algorithm. - Manli Zhu; Aleix M. Martínez (CVPR (1), 2006)

A weighted probabilistic approach to face recognition from multiple images and video sequences. - Yongbin Zhang; Aleix M. Martínez (Image Vis. Comput., 2006)

Subclass Discriminant Analysis. - Manli Zhu; Aleix M. Martínez (IEEE Trans. Pattern Anal. Mach. Intell., 2006)

Recovering the linguistic components of the manual signs in American Sign Language. - Liya Ding 001; Aleix M. Martínez (AVSS, 2007)

Sparse Kernels for Bayes Optimal Discriminant Analysis. - Onur C. Hamsici; Aleix M. Martínez (CVPR, 2007)

Spherical-Homoscedastic Shapes. - Onur C. Hamsici; Aleix M. Martínez (ICCV, 2007)

Spherical-Homoscedastic Distributions: The Equivalency of Spherical and Normal Distributions in Classification. - Onur C. Hamsici; Aleix M. Martínez (J. Mach. Learn. Res., 2007)

Precise detailed detection of faces and facial features. - Liya Ding 001; Aleix M. Martínez (CVPR, 2008)

Face recognition with occlusions in the training and testing sets. - Hongjun Jia; Aleix M. Martínez (FG, 2008)

Using the information embedded in the testing sample to break the limits caused by the small sample size in microarray-based classification. - Manli Zhu; Aleix M. Martínez (BMC Bioinform., 2008)

Bayes Optimality in Linear Discriminant Analysis. - Onur C. Hamsici; Aleix M. Martínez (IEEE Trans. Pattern Anal. Mach. Intell., 2008)

Who is LB1? Discriminant analysis for the classification of specimens. - Aleix M. Martínez; Onur C. Hamsici (Pattern Recognit., 2008)

Pruning Noisy Bases in Discriminant Analysis. - Manli Zhu; Aleix M. Martínez (IEEE Trans. Neural Networks, 2008)

Support Vector Machines in face recognition with occlusions. - Hongjun Jia; Aleix M. Martínez (CVPR, 2009)

Active Appearance Models with Rotation Invariant Kernels. - Onur C. Hamsici; Aleix M. Martínez (ICCV, 2009)

Modelling and recognition of the linguistic components in American Sign Language. - Liya Ding 001; Aleix M. Martínez (Image Vis. Comput., 2009)

Rotation Invariant Kernels and Their Application to Shape Analysis. - Onur C. Hamsici; Aleix M. Martínez (IEEE Trans. Pattern Anal. Mach. Intell., 2009)

Low-Rank Matrix Fitting Based on Subspace Perturbation Analysis with Applications to Structure from Motion. - Hongjun Jia; Aleix M. Martínez (IEEE Trans. Pattern Anal. Mach. Intell., 2009)

Face Recognition, Component-Based. - Onur C. Hamsici; Aleix M. Martínez (Encyclopedia of Biometrics, 2009)

Face Recognition, Overview. - Aleix M. Martínez (Encyclopedia of Biometrics, 2009)

Bayes optimal kernel discriminant analysis. - Di You; Aleix M. Martínez (CVPR, 2010)

Rigid Structure from Motion from a Blind Source Separation Perspective. - Jeff Fortuna; Aleix M. Martínez (Int. J. Comput. Vis., 2010)

Features versus Context: An Approach for Precise and Detailed Detection and Delineation of Faces and Facial Features. - Liya Ding 001; Aleix M. Martínez (IEEE Trans. Pattern Anal. Mach. Intell., 2010)

Non-rigid structure from motion with complementary rank-3 spaces. - Paulo F. U. Gotardo; Aleix M. Martínez (CVPR, 2011)

Kernel non-rigid structure from motion. - Paulo F. U. Gotardo; Aleix M. Martínez (ICCV, 2011)

Computing Smooth Time Trajectories for Camera and Deformable Shape in Structure from Motion with Occlusion. - Paulo F. U. Gotardo; Aleix M. Martínez (IEEE Trans. Pattern Anal. Mach. Intell., 2011)

Kernel Optimization in Discriminant Analysis. - Di You; Onur C. Hamsici; Aleix M. Martínez (IEEE Trans. Pattern Anal. Mach. Intell., 2011)

Fisherfaces. - Aleix M. Martínez (Scholarpedia, 2011)

Automatic selection of eye tracking variables in visual categorization for adults and infants. - Samuel Rivera; Catherine A. Best; Hyungwook Yim; Aleix M. Martínez; Vladimir M. Sloutsky; Dirk B. Walther (CogSci, 2012)

Learning Spatially-Smooth Mappings in Non-Rigid Structure From Motion. - Onur C. Hamsici; Paulo F. U. Gotardo; Aleix M. Martínez (ECCV (4), 2012)

A Model of the Perception of Facial Expressions of Emotion by Humans: Research Overview and Perspectives. - Aleix M. Martínez; Shichuan Du (J. Mach. Learn. Res., 2012)

Learning deformable shape manifolds. - Samuel Rivera; Aleix M. Martínez (Pattern Recognit., 2012)

Compound facial expressions of emotion. - Shichuan Du; Yong Tao; Aleix M. Martínez (Proc. Natl. Acad. Sci. USA, 2014)

Salient and non-salient fiducial detection using a probabilistic graphical model. - Carlos F. Benitez-Quiroz; Samuel Rivera; Paulo F. U. Gotardo; Aleix M. Martínez (Pattern Recognit., 2014)

Minimizing Nearest Neighbor Classification Error for Nonparametric Dimension Reduction. - Wei Bian; Tianyi Zhou 001; Aleix M. Martínez; George Baciu; Dacheng Tao (IEEE Trans. Neural Networks Learn. Syst., 2014)

Multiobjective Optimization for Model Selection in Kernel Methods in Regression. - Di You; Carlos Fabian Benitez-Quiroz; Aleix M. Martínez (IEEE Trans. Neural Networks Learn. Syst., 2014)

Face Recognition, Component-Based. - Onur C. Hamsici; Aleix M. Martínez (Encyclopedia of Biometrics, 2015)

Face Recognition, Overview. - Aleix M. Martínez (Encyclopedia of Biometrics, 2015)

Precise Fiducial Detection. - Samuel Rivera; Aleix M. Martínez (Encyclopedia of Biometrics, 2015)

EmotioNet: An Accurate, Real-Time Algorithm for the Automatic Annotation of a Million Facial Expressions in the Wild. - Carlos Fabian Benitez-Quiroz; Ramprakash Srinivasan; Aleix M. Martínez (CVPR, 2016)

Fast and Precise Face Alignment and 3D Shape Reconstruction from a Single 2D Image. - Ruiqi Zhao; Yan Wang; Carlos Fabian Benitez-Quiroz; Yaojie Liu; Aleix M. Martínez (ECCV Workshops (2), 2016)

Guest Editorial: Special Section on CVPR 2014. - Ronen Basri; Cornelia Fermüller; Aleix M. Martínez; René Vidal (IEEE Trans. Pattern Anal. Mach. Intell., 2016)

Labeled Graph Kernel for Behavior Analysis. - Ruiqi Zhao; Aleix M. Martínez (IEEE Trans. Pattern Anal. Mach. Intell., 2016)

Multiple Ordinal Regression by Maximizing the Sum of Margins. - Onur C. Hamsici; Aleix M. Martínez (IEEE Trans. Neural Networks Learn. Syst., 2016)

A Model of the Perception of Facial Expressions of Emotion by Humans: Research Overview and Perspectives. - Aleix M. Martínez; Shichuan Du (Gesture Recognition, 2017)

Recognition of Action Units in the Wild with Deep Nets and a New Global-Local Loss. - Carlos Fabian Benitez-Quiroz; Yan Wang; Aleix M. Martínez (ICCV, 2017)

EmotioNet Challenge: Recognition of facial expressions of emotion in the wild. - Carlos Fabian Benitez-Quiroz; Ramprakash Srinivasan; Qianli Feng; Yan Wang; Aleix M. Martínez (CoRR, 2017)

Learning Facial Action Units From Web Images With Scalable Weakly Supervised Clustering. - Kaili Zhao; Wen-Sheng Chu; Aleix M. Martínez (CVPR, 2018)

GANimation: Anatomically-Aware Facial Animation from a Single Image. - Albert Pumarola; Antonio Agudo; Aleix M. Martínez; Alberto Sanfeliu; Francesc Moreno-Noguer (ECCV (10), 2018)

Neural Model for the Visual Recognition of Animacy and Social Interaction. - Mohammad Hovaidi-Ardestani; Nitin Saini; Aleix M. Martínez; Martin A. Giese (ICANN (3), 2018)

A Simple, Fast and Highly-Accurate Algorithm to Recover 3D Shape from 2D Landmarks on a Single Image. - Ruiqi Zhao; Yan Wang; Aleix M. Martínez (IEEE Trans. Pattern Anal. Mach. Intell., 2018)

Facial color is an efficient mechanism to visually transmit emotion. - Carlos F. Benitez-Quiroz; Ramprakash Srinivasan; Aleix M. Martínez (Proc. Natl. Acad. Sci. USA, 2018)

What Does It Mean to Learn in Deep Networks? And, How Does One Detect Adversarial Attacks? - Ciprian A. Corneanu; Meysam Madadi; Sergio Escalera; Aleix M. Martínez (CVPR, 2019)

Discriminant Functional Learning of Color Features for the Recognition of Facial Action Units and Their Intensities. - Carlos F. Benitez-Quiroz; Ramprakash Srinivasan; Aleix M. Martínez (IEEE Trans. Pattern Anal. Mach. Intell., 2019)

Computing the Testing Error Without a Testing Set. - Ciprian A. Corneanu; Sergio Escalera; Aleix M. Martínez (CVPR, 2020)

Explainable Early Stopping for Action Unit Recognition. - Ciprian A. Corneanu; Meysam Madadi; Sergio Escalera; Aleix M. Martínez (FG, 2020)

Computing the Testing Error without a Testing Set. - Ciprian A. Corneanu; Meysam Madadi; Sergio Escalera; Aleix M. Martínez (CoRR, 2020)

GANimation: One-Shot Anatomically Consistent Facial Animation. - Albert Pumarola; Antonio Agudo; Aleix M. Martínez; Alberto Sanfeliu; Francesc Moreno-Noguer (Int. J. Comput. Vis., 2020)

When do GANs replicate? On the choice of dataset size. - Qianli Feng; Chenqi Guo; Fabian Benitez-Quiroz; Aleix M. Martínez (ICCV, 2021)

Detail Me More: Improving GAN's photo-realism of complex scenes. - Raghudeep Gadde; Qianli Feng; Aleix M. Martínez (ICCV, 2021)

Diamond in the rough: Improving image realism by traversing the GAN latent space. - Jeffrey Wen; Fabian Benitez-Quiroz; Qianli Feng; Aleix M. Martínez (CoRR, 2021)

Leveraging The Topological Consistencies of Learning in Deep Neural Networks. - Stuart Synakowski; Fabian Benitez-Quiroz; Aleix M. Martínez (CoRR, 2021)

Adding Knowledge to Unsupervised Algorithms for the Recognition of Intent. - Stuart Synakowski; Qianli Feng; Aleix M. Martínez (Int. J. Comput. Vis., 2021)

Cross-Cultural and Cultural-Specific Production and Perception of Facial Expressions of Emotion in the Wild. - Ramprakash Srinivasan; Aleix M. Martínez (IEEE Trans. Affect. Comput., 2021)

LatentPaint: Image Inpainting in Latent Space with Diffusion Models. - Ciprian A. Corneanu; Raghudeep Gadde; Aleix M. Martínez (WACV, 2024)

Structured Human Assessment of Text-to-Image Generative Models. - Ciprian A. Corneanu; Qianli Feng; Aleix M. Martínez (WACV, 2025)

Disentanglement in T-space for Faster and Distributed Training of Diffusion Models with Fewer Latent-states. - Samarth Gupta; Raghudeep Gadde; Rui Chen; Aleix M. Martínez (CoRR, 2025)