Aleix M. Martínez

Publication Activity (10 Years)

Years Active: 1999-2022
Publications (10 Years): 29

Top Topics

Supervised Clustering

Facial Expressions

Top Venues

IEEE Trans. Pattern Anal. Mach. Intell.

IEEE Trans. Neural Networks Learn. Syst.

Publications

Qianli Feng, Chenqi Guo, Fabian Benitez-Quiroz, Aleix M. Martínez
When do GANs replicate? On the choice of dataset size. CoRR (2022)
Stuart Synakowski, Qianli Feng, Aleix M. Martínez
Adding Knowledge to Unsupervised Algorithms for the Recognition of Intent. Int. J. Comput. Vis. 129 (4) (2021)
Jeffrey Wen, Fabian Benitez-Quiroz, Qianli Feng, Aleix M. Martínez
Diamond in the rough: Improving image realism by traversing the GAN latent space. CoRR (2021)
Ramprakash Srinivasan, Aleix M. Martínez
Cross-Cultural and Cultural-Specific Production and Perception of Facial Expressions of Emotion in the Wild. IEEE Trans. Affect. Comput. 12 (3) (2021)
Stuart Synakowski, Fabian Benitez-Quiroz, Aleix M. Martínez
Leveraging The Topological Consistencies of Learning in Deep Neural Networks. CoRR (2021)
Raghudeep Gadde, Qianli Feng, Aleix M. Martínez
Detail Me More: Improving GAN's photo-realism of complex scenes. ICCV (2021)
Qianli Feng, Chenqi Guo, Fabian Benitez-Quiroz, Aleix M. Martínez
When do GANs replicate? On the choice of dataset size. ICCV (2021)
Ciprian A. Corneanu, Meysam Madadi, Sergio Escalera, Aleix M. Martínez
Computing the Testing Error without a Testing Set. CoRR (2020)
Albert Pumarola, Antonio Agudo, Aleix M. Martínez, Alberto Sanfeliu, Francesc Moreno-Noguer
GANimation: One-Shot Anatomically Consistent Facial Animation. Int. J. Comput. Vis. 128 (3) (2020)
Ciprian A. Corneanu, Meysam Madadi, Sergio Escalera, Aleix M. Martínez
Explainable Early Stopping for Action Unit Recognition. FG (2020)
Stuart Synakowski, Qianli Feng, Aleix M. Martínez
Adding Knowledge to Unsupervised Algorithms for the Recognition of Intent. CoRR (2020)
Ciprian A. Corneanu, Sergio Escalera, Aleix M. Martínez
Computing the Testing Error Without a Testing Set. CVPR (2020)
Carlos F. Benitez-Quiroz, Ramprakash Srinivasan, Aleix M. Martínez
Discriminant Functional Learning of Color Features for the Recognition of Facial Action Units and Their Intensities. IEEE Trans. Pattern Anal. Mach. Intell. 41 (12) (2019)
Ciprian A. Corneanu, Meysam Madadi, Sergio Escalera, Aleix M. Martínez
What Does It Mean to Learn in Deep Networks? And, How Does One Detect Adversarial Attacks? CVPR (2019)
Albert Pumarola, Antonio Agudo, Aleix M. Martínez, Alberto Sanfeliu, Francesc Moreno-Noguer
GANimation: Anatomically-aware Facial Animation from a Single Image. CoRR (2018)
Ramprakash Srinivasan, Aleix M. Martínez
Cross-Cultural and Cultural-Specific Production and Perception of Facial Expressions of Emotion in the Wild. CoRR (2018)
Kaili Zhao, Wen-Sheng Chu, Aleix M. Martínez
Learning Facial Action Units From Web Images With Scalable Weakly Supervised Clustering. CVPR (2018)
Mohammad Hovaidi-Ardestani, Nitin Saini, Aleix M. Martínez, Martin A. Giese
Neural Model for the Visual Recognition of Animacy and Social Interaction. ICANN (3) (2018)
Carlos F. Benitez-Quiroz, Ramprakash Srinivasan, Aleix M. Martínez
Facial color is an efficient mechanism to visually transmit emotion. Proc. Natl. Acad. Sci. USA 115 (14) (2018)
Albert Pumarola, Antonio Agudo, Aleix M. Martínez, Alberto Sanfeliu, Francesc Moreno-Noguer
GANimation: Anatomically-Aware Facial Animation from a Single Image. ECCV (10) (2018)
Ruiqi Zhao, Yan Wang, Aleix M. Martínez
A Simple, Fast and Highly-Accurate Algorithm to Recover 3D Shape from 2D Landmarks on a Single Image. IEEE Trans. Pattern Anal. Mach. Intell. 40 (12) (2018)
Carlos Fabian Benitez-Quiroz, Ramprakash Srinivasan, Qianli Feng, Yan Wang, Aleix M. Martínez
EmotioNet Challenge: Recognition of facial expressions of emotion in the wild. CoRR (2017)
Carlos Fabian Benitez-Quiroz, Yan Wang, Aleix M. Martínez
Recognition of Action Units in the Wild with Deep Nets and a New Global-Local Loss. ICCV (2017)
Onur C. Hamsici, Aleix M. Martínez
Multiple Ordinal Regression by Maximizing the Sum of Margins. IEEE Trans. Neural Networks Learn. Syst. 27 (10) (2016)
Carlos Fabian Benitez-Quiroz, Ramprakash Srinivasan, Aleix M. Martínez
EmotioNet: An Accurate, Real-Time Algorithm for the Automatic Annotation of a Million Facial Expressions in the Wild. CVPR (2016)
Ruiqi Zhao, Yan Wang, Carlos Fabian Benitez-Quiroz, Yaojie Liu, Aleix M. Martínez
Fast and Precise Face Alignment and 3D Shape Reconstruction from a Single 2D Image. ECCV Workshops (2) (2016)
Ronen Basri, Cornelia Fermüller, Aleix M. Martínez, René Vidal
Guest Editorial: Special Section on CVPR 2014. IEEE Trans. Pattern Anal. Mach. Intell. 38 (7) (2016)
Ruiqi Zhao, Yan Wang, Aleix M. Martínez
A Simple, Fast and Highly-Accurate Algorithm to Recover 3D Shape from 2D Landmarks on a Single Image. CoRR (2016)
Ruiqi Zhao, Aleix M. Martínez
Labeled Graph Kernel for Behavior Analysis. IEEE Trans. Pattern Anal. Mach. Intell. 38 (8) (2016)
Wei Bian, Tianyi Zhou, Aleix M. Martínez, George Baciu, Dacheng Tao
Minimizing Nearest Neighbor Classification Error for Nonparametric Dimension Reduction. IEEE Trans. Neural Networks Learn. Syst. 25 (8) (2014)
Di You, Carlos Fabian Benitez-Quiroz, Aleix M. Martínez
Multiobjective Optimization for Model Selection in Kernel Methods in Regression. IEEE Trans. Neural Networks Learn. Syst. 25 (10) (2014)
Carlos F. Benitez-Quiroz, Samuel Rivera, Paulo F. U. Gotardo, Aleix M. Martínez
Salient and non-salient fiducial detection using a probabilistic graphical model. Pattern Recognit. 47 (1) (2014)
Shichuan Du, Yong Tao, Aleix M. Martínez
Compound facial expressions of emotion. Proc. Natl. Acad. Sci. USA 111 (15) (2014)
Samuel Rivera, Catherine A. Best, Hyungwook Yim, Aleix M. Martínez, Vladimir M. Sloutsky, Dirk B. Walther
Automatic selection of eye tracking variables in visual categorization for adults and infants. CogSci (2012)
Samuel Rivera, Aleix M. Martínez
Learning deformable shape manifolds. Pattern Recognit. 45 (4) (2012)
Aleix M. Martínez, Shichuan Du
A Model of the Perception of Facial Expressions of Emotion by Humans: Research Overview and Perspectives. J. Mach. Learn. Res. 13 (2012)
Onur C. Hamsici, Paulo F. U. Gotardo, Aleix M. Martínez
Learning Spatially-Smooth Mappings in Non-Rigid Structure From Motion. ECCV (4) (2012)
Paulo F. U. Gotardo, Aleix M. Martínez
Computing Smooth Time Trajectories for Camera and Deformable Shape in Structure from Motion with Occlusion. IEEE Trans. Pattern Anal. Mach. Intell. 33 (10) (2011)
Paulo F. U. Gotardo, Aleix M. Martínez
Non-rigid structure from motion with complementary rank-3 spaces. CVPR (2011)
Aleix M. Martínez
Fisherfaces. Scholarpedia 6 (2) (2011)
Paulo F. U. Gotardo, Aleix M. Martínez
Kernel non-rigid structure from motion. ICCV (2011)
Di You, Onur C. Hamsici, Aleix M. Martínez
Kernel Optimization in Discriminant Analysis. IEEE Trans. Pattern Anal. Mach. Intell. 33 (3) (2011)
Jeff Fortuna, Aleix M. Martínez
Rigid Structure from Motion from a Blind Source Separation Perspective. Int. J. Comput. Vis. 88 (3) (2010)
Di You, Aleix M. Martínez
Bayes optimal kernel discriminant analysis. CVPR (2010)
Liya Ding, Aleix M. Martínez
Features versus Context: An Approach for Precise and Detailed Detection and Delineation of Faces and Facial Features. IEEE Trans. Pattern Anal. Mach. Intell. 32 (11) (2010)
Liya Ding, Aleix M. Martínez
Modelling and recognition of the linguistic components in American Sign Language. Image Vis. Comput. 27 (12) (2009)
Onur C. Hamsici, Aleix M. Martínez
Rotation Invariant Kernels and Their Application to Shape Analysis. IEEE Trans. Pattern Anal. Mach. Intell. 31 (11) (2009)
Hongjun Jia, Aleix M. Martínez
Low-Rank Matrix Fitting Based on Subspace Perturbation Analysis with Applications to Structure from Motion. IEEE Trans. Pattern Anal. Mach. Intell. 31 (5) (2009)
Onur C. Hamsici, Aleix M. Martínez
Active Appearance Models with Rotation Invariant Kernels. ICCV (2009)
Hongjun Jia, Aleix M. Martínez
Support Vector Machines in face recognition with occlusions. CVPR (2009)
Onur C. Hamsici, Aleix M. Martínez
Bayes Optimality in Linear Discriminant Analysis. IEEE Trans. Pattern Anal. Mach. Intell. 30 (4) (2008)
Liya Ding, Aleix M. Martínez
Precise detailed detection of faces and facial features. CVPR (2008)
Manli Zhu, Aleix M. Martínez
Using the information embedded in the testing sample to break the limits caused by the small sample size in microarray-based classification. BMC Bioinform. 9 (2008)
Aleix M. Martínez, Onur C. Hamsici
Who is LB1? Discriminant analysis for the classification of specimens. Pattern Recognit. 41 (11) (2008)
Manli Zhu, Aleix M. Martínez
Pruning Noisy Bases in Discriminant Analysis. IEEE Trans. Neural Networks 19 (1) (2008)
Hongjun Jia, Aleix M. Martínez
Face recognition with occlusions in the training and testing sets. FG (2008)
Onur C. Hamsici, Aleix M. Martínez
Spherical-Homoscedastic Distributions: The Equivalency of Spherical and Normal Distributions in Classification. J. Mach. Learn. Res. 8 (2007)
Onur C. Hamsici, Aleix M. Martínez
Spherical-Homoscedastic Shapes. ICCV (2007)
Liya Ding, Aleix M. Martínez
Recovering the linguistic components of the manual signs in American Sign Language. AVSS (2007)
Onur C. Hamsici, Aleix M. Martínez
Sparse Kernels for Bayes Optimal Discriminant Analysis. CVPR (2007)
Jeff Fortuna, Aleix M. Martínez
A Blind Source Separation Approach to Structure from Motion. 3DPVT (2006)
Manli Zhu, Aleix M. Martínez
Subclass Discriminant Analysis. IEEE Trans. Pattern Anal. Mach. Intell. 28 (8) (2006)
Liya Ding, Aleix M. Martínez
Three-Dimensional Shape and Motion Reconstruction for the Analysis of American Sign Language. CVPR Workshops (2006)
Manli Zhu, Aleix M. Martínez
Selecting Principal Components in a Two-Stage LDA Algorithm. CVPR (1) (2006)
Yongbin Zhang, Aleix M. Martínez
A weighted probabilistic approach to face recognition from multiple images and video sequences. Image Vis. Comput. 24 (6) (2006)
Hongjun Jia, Jeff Fortuna, Aleix M. Martínez
Perturbation Estimation of the Subspaces for Structure from Motion with Noisy and Missing Data. 3DPVT (2006)
Aleix M. Martínez, Manli Zhu
Where Are Linear Feature Extraction Methods Applicable? IEEE Trans. Pattern Anal. Mach. Intell. 27 (12) (2005)
Onur C. Hamsici, Aleix M. Martínez
Evaluation of the Modelling of Local Areas and Errors of Localization in FRGC' 05. CVPR Workshops (2005)
Yeon-Ho Kim, Aleix M. Martínez, Avinash C. Kak
Robust motion estimation under varying illumination. Image Vis. Comput. 23 (4) (2005)
Manli Zhu, Aleix M. Martínez
Optimal Subclass Discovery for Discriminant Analysis. CVPR Workshops (2004)
Yongbin Zhang, Aleix M. Martínez
Recognition of Expression Variant Faces Using Weighted Subspaces. ICPR (3) (2004)
Aleix M. Martínez, Pradit Mittrapiyanuruk, Avinash C. Kak
On combining graph-partitioning with non-parametric clustering for image segmentation. Comput. Vis. Image Underst. 95 (1) (2004)
Yongbin Zhang, Aleix M. Martínez
From Stills to Video: Face Recognition Using a Probabilistic Approach. CVPR Workshops (2004)
Yeon-Ho Kim, Aleix M. Martínez, Avinash C. Kak
A Local Approach for Robust Optical Flow Estimation under Varying Illumination. BMVC (2004)
Aleix M. Martínez
Recognizing Expression Variant Faces from a Single Sample Image per Class. CVPR (1) (2003)
Aleix M. Martínez, Ming-Hsuan Yang, David J. Kriegman
Special issue on face recognition. Comput. Vis. Image Underst. 91 (1-2) (2003)
Manli Zhu, Aleix M. Martínez, Hong Z. Tan
Template-based Recognition of Static Sitting Postures. CVPR Workshops (2003)
Aleix M. Martínez
Recognizing Imprecisely Localized, Partially Occluded, and Expression Variant Faces from a Single Sample per Class. IEEE Trans. Pattern Anal. Mach. Intell. 24 (6) (2002)
Aleix M. Martínez, Ronnie B. Wilbur, Robin Shay, Avinash C. Kak
Purdue RVL-SLLL ASL Database for Automatic Recognition of American Sign Language. ICMI (2002)
Aleix M. Martínez, Jordi Vitrià
Clustering in image space for place recognition and visual annotations for human-robot interaction. IEEE Trans. Syst. Man Cybern. Part B 31 (5) (2001)
Aleix M. Martínez, Avinash C. Kak
PCA versus LDA. IEEE Trans. Pattern Anal. Mach. Intell. 23 (2) (2001)
Aleix M. Martínez, Jordi Vitrià
Learning mixture models using a genetic version of the EM algorithm. Pattern Recognit. Lett. 21 (8) (2000)
Aleix M. Martínez, Joan R. Serra
A New Approach to Object-Related Image Retrieval. J. Vis. Lang. Comput. 11 (3) (2000)
Aleix M. Martínez
Recognition of Partially Occluded and/or Imprecisely Localized Faces Using a Probabilistic Approach. CVPR (2000)
Aleix M. Martínez, Joan R. Serra
Semantic Access to a Database of Images: An Approach to Object-Related Image Retrieval. ICMCS, Vol. 1 (1999)