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Aleix M. Martínez
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2020 – today
- 2024
- [c38]Ciprian A. Corneanu, Raghudeep Gadde, Aleix M. Martínez:
LatentPaint: Image Inpainting in Latent Space with Diffusion Models. WACV 2024: 4322-4331 - 2022
- [i9]Qianli Feng, Chenqi Guo, Fabian Benitez-Quiroz, Aleix M. Martínez:
When do GANs replicate? On the choice of dataset size. CoRR abs/2202.11765 (2022) - 2021
- [j39]Stuart Synakowski, Qianli Feng
, Aleix M. Martínez:
Adding Knowledge to Unsupervised Algorithms for the Recognition of Intent. Int. J. Comput. Vis. 129(4): 942-959 (2021) - [j38]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): 707-721 (2021) - [c37]Qianli Feng, Chenqi Guo, Fabian Benitez-Quiroz, Aleix M. Martínez:
When do GANs replicate? On the choice of dataset size. ICCV 2021: 6681-6690 - [c36]Raghudeep Gadde, Qianli Feng, Aleix M. Martínez:
Detail Me More: Improving GAN's photo-realism of complex scenes. ICCV 2021: 13930-13939 - [i8]Jeffrey Wen, Fabian Benitez-Quiroz, Qianli Feng, Aleix M. Martínez:
Diamond in the rough: Improving image realism by traversing the GAN latent space. CoRR abs/2104.05518 (2021) - [i7]Stuart Synakowski, Fabian Benitez-Quiroz, Aleix M. Martínez:
Leveraging The Topological Consistencies of Learning in Deep Neural Networks. CoRR abs/2111.15651 (2021) - 2020
- [j37]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): 698-713 (2020) - [c35]Ciprian A. Corneanu, Sergio Escalera, Aleix M. Martínez:
Computing the Testing Error Without a Testing Set. CVPR 2020: 2674-2682 - [c34]Ciprian A. Corneanu, Meysam Madadi, Sergio Escalera
, Aleix M. Martínez:
Explainable Early Stopping for Action Unit Recognition. FG 2020: 693-699 - [i6]Ciprian A. Corneanu, Meysam Madadi, Sergio Escalera, Aleix M. Martínez:
Computing the Testing Error without a Testing Set. CoRR abs/2005.00450 (2020) - [i5]Stuart Synakowski, Qianli Feng, Aleix M. Martínez:
Adding Knowledge to Unsupervised Algorithms for the Recognition of Intent. CoRR abs/2011.06219 (2020)
2010 – 2019
- 2019
- [j36]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): 2835-2845 (2019) - [c33]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: 4757-4766 - 2018
- [j35]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): 3059-3066 (2018) - [j34]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): 3581-3586 (2018) - [c32]Kaili Zhao, Wen-Sheng Chu, Aleix M. Martínez:
Learning Facial Action Units From Web Images With Scalable Weakly Supervised Clustering. CVPR 2018: 2090-2099 - [c31]Albert Pumarola, Antonio Agudo, Aleix M. Martínez, Alberto Sanfeliu, Francesc Moreno-Noguer:
GANimation: Anatomically-Aware Facial Animation from a Single Image. ECCV (10) 2018: 835-851 - [c30]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: 168-177 - [i4]Albert Pumarola, Antonio Agudo, Aleix M. Martínez, Alberto Sanfeliu, Francesc Moreno-Noguer:
GANimation: Anatomically-aware Facial Animation from a Single Image. CoRR abs/1807.09251 (2018) - [i3]Ramprakash Srinivasan, Aleix M. Martínez:
Cross-Cultural and Cultural-Specific Production and Perception of Facial Expressions of Emotion in the Wild. CoRR abs/1808.04399 (2018) - 2017
- [c29]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: 3990-3999 - [p1]Aleix M. Martínez, Shichuan Du:
A Model of the Perception of Facial Expressions of Emotion by Humans: Research Overview and Perspectives. Gesture Recognition 2017: 183-202 - [i2]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 abs/1703.01210 (2017) - 2016
- [j33]Ronen Basri
, Cornelia Fermüller, Aleix M. Martínez, René Vidal:
Guest Editorial: Special Section on CVPR 2014. IEEE Trans. Pattern Anal. Mach. Intell. 38(7): 1281-1282 (2016) - [j32]Ruiqi Zhao, Aleix M. Martínez:
Labeled Graph Kernel for Behavior Analysis. IEEE Trans. Pattern Anal. Mach. Intell. 38(8): 1640-1650 (2016) - [j31]Onur C. Hamsici, Aleix M. Martínez:
Multiple Ordinal Regression by Maximizing the Sum of Margins. IEEE Trans. Neural Networks Learn. Syst. 27(10): 2072-2083 (2016) - [c28]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: 5562-5570 - [c27]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: 590-603 - [i1]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 abs/1609.09058 (2016) - 2015
- [r5]Onur C. Hamsici, Aleix M. Martínez:
Face Recognition, Component-Based. Encyclopedia of Biometrics 2015: 485-495 - [r4]Aleix M. Martínez:
Face Recognition, Overview. Encyclopedia of Biometrics 2015: 503-507 - [r3]Samuel Rivera
, Aleix M. Martínez:
Precise Fiducial Detection. Encyclopedia of Biometrics 2015: 1268-1271 - 2014
- [j30]Shichuan Du, Yong Tao, Aleix M. Martínez:
Compound facial expressions of emotion. Proc. Natl. Acad. Sci. USA 111(15): E1454-E1462 (2014) - [j29]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): 208-215 (2014) - [j28]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): 1588-1594 (2014) - [j27]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): 1879-1893 (2014) - 2012
- [j26]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: 1589-1608 (2012) - [j25]Samuel Rivera
, Aleix M. Martínez:
Learning deformable shape manifolds. Pattern Recognit. 45(4): 1792-1801 (2012) - [c26]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 - [c25]Onur C. Hamsici, Paulo F. U. Gotardo, Aleix M. Martínez:
Learning Spatially-Smooth Mappings in Non-Rigid Structure From Motion. ECCV (4) 2012: 260-273 - 2011
- [j24]Di You, Onur C. Hamsici, Aleix M. Martínez:
Kernel Optimization in Discriminant Analysis. IEEE Trans. Pattern Anal. Mach. Intell. 33(3): 631-638 (2011) - [j23]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): 2051-2065 (2011) - [j22]Aleix M. Martínez:
Fisherfaces. Scholarpedia 6(2): 4282 (2011) - [c24]Paulo F. U. Gotardo, Aleix M. Martínez:
Non-rigid structure from motion with complementary rank-3 spaces. CVPR 2011: 3065-3072 - [c23]Paulo F. U. Gotardo, Aleix M. Martínez:
Kernel non-rigid structure from motion. ICCV 2011: 802-809 - 2010
- [j21]Jeff Fortuna, Aleix M. Martínez:
Rigid Structure from Motion from a Blind Source Separation Perspective. Int. J. Comput. Vis. 88(3): 404-424 (2010) - [j20]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): 2022-2038 (2010) - [c22]Di You, Aleix M. Martínez:
Bayes optimal kernel discriminant analysis. CVPR 2010: 3533-3538
2000 – 2009
- 2009
- [j19]Liya Ding
, Aleix M. Martínez:
Modelling and recognition of the linguistic components in American Sign Language. Image Vis. Comput. 27(12): 1826-1844 (2009) - [j18]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): 841-854 (2009) - [j17]Onur C. Hamsici, Aleix M. Martínez:
Rotation Invariant Kernels and Their Application to Shape Analysis. IEEE Trans. Pattern Anal. Mach. Intell. 31(11): 1985-1999 (2009) - [c21]Hongjun Jia, Aleix M. Martínez:
Support Vector Machines in face recognition with occlusions. CVPR 2009: 136-141 - [c20]Onur C. Hamsici, Aleix M. Martínez:
Active Appearance Models with Rotation Invariant Kernels. ICCV 2009: 1003-1009 - [r2]Onur C. Hamsici, Aleix M. Martínez:
Face Recognition, Component-Based. Encyclopedia of Biometrics 2009: 338-347 - [r1]Aleix M. Martínez:
Face Recognition, Overview. Encyclopedia of Biometrics 2009: 355-359 - 2008
- [j16]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) - [j15]Onur C. Hamsici, Aleix M. Martínez:
Bayes Optimality in Linear Discriminant Analysis. IEEE Trans. Pattern Anal. Mach. Intell. 30(4): 647-657 (2008) - [j14]Aleix M. Martínez, Onur C. Hamsici:
Who is LB1? Discriminant analysis for the classification of specimens. Pattern Recognit. 41(11): 3436-3441 (2008) - [j13]Manli Zhu, Aleix M. Martínez:
Pruning Noisy Bases in Discriminant Analysis. IEEE Trans. Neural Networks 19(1): 148-157 (2008) - [c19]Liya Ding
, Aleix M. Martínez:
Precise detailed detection of faces and facial features. CVPR 2008 - [c18]Hongjun Jia, Aleix M. Martínez:
Face recognition with occlusions in the training and testing sets. FG 2008: 1-6 - 2007
- [j12]Onur C. Hamsici, Aleix M. Martínez:
Spherical-Homoscedastic Distributions: The Equivalency of Spherical and Normal Distributions in Classification. J. Mach. Learn. Res. 8: 1583-1623 (2007) - [c17]Liya Ding
, Aleix M. Martínez:
Recovering the linguistic components of the manual signs in American Sign Language. AVSS 2007: 447-452 - [c16]Onur C. Hamsici, Aleix M. Martínez:
Sparse Kernels for Bayes Optimal Discriminant Analysis. CVPR 2007 - [c15]Onur C. Hamsici, Aleix M. Martínez:
Spherical-Homoscedastic Shapes. ICCV 2007: 1-7 - 2006
- [j11]Yongbin Zhang, Aleix M. Martínez:
A weighted probabilistic approach to face recognition from multiple images and video sequences. Image Vis. Comput. 24(6): 626-638 (2006) - [j10]Manli Zhu, Aleix M. Martínez:
Subclass Discriminant Analysis. IEEE Trans. Pattern Anal. Mach. Intell. 28(8): 1274-1286 (2006) - [c14]Jeff Fortuna, Aleix M. Martínez:
A Blind Source Separation Approach to Structure from Motion. 3DPVT 2006: 145-152 - [c13]Hongjun Jia, Jeff Fortuna, Aleix M. Martínez:
Perturbation Estimation of the Subspaces for Structure from Motion with Noisy and Missing Data. 3DPVT 2006: 1101-1107 - [c12]Manli Zhu, Aleix M. Martínez:
Selecting Principal Components in a Two-Stage LDA Algorithm. CVPR (1) 2006: 132-137 - [c11]Liya Ding
, Aleix M. Martínez:
Three-Dimensional Shape and Motion Reconstruction for the Analysis of American Sign Language. CVPR Workshops 2006: 146 - 2005
- [j9]Yeon-Ho Kim, Aleix M. Martínez, Avinash C. Kak:
Robust motion estimation under varying illumination. Image Vis. Comput. 23(4): 365-375 (2005) - [j8]Aleix M. Martínez, Manli Zhu:
Where Are Linear Feature Extraction Methods Applicable? IEEE Trans. Pattern Anal. Mach. Intell. 27(12): 1934-1944 (2005) - [c10]Onur C. Hamsici, Aleix M. Martínez:
Evaluation of the Modelling of Local Areas and Errors of Localization in FRGC' 05. CVPR Workshops 2005: 162 - 2004
- [j7]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): 72-85 (2004) - [c9]Yeon-Ho Kim, Aleix M. Martínez, Avinash C. Kak:
A Local Approach for Robust Optical Flow Estimation under Varying Illumination. BMVC 2004: 1-10 - [c8]Yongbin Zhang, Aleix M. Martínez:
From Stills to Video: Face Recognition Using a Probabilistic Approach. CVPR Workshops 2004: 78 - [c7]Manli Zhu, Aleix M. Martínez:
Optimal Subclass Discovery for Discriminant Analysis. CVPR Workshops 2004: 97 - [c6]Yongbin Zhang, Aleix M. Martínez:
Recognition of Expression Variant Faces Using Weighted Subspaces. ICPR (3) 2004: 149-152 - 2003
- [j6]Aleix M. Martínez, Ming-Hsuan Yang, David J. Kriegman:
Special issue on face recognition. Comput. Vis. Image Underst. 91(1-2): 1-5 (2003) - [c5]Manli Zhu, Aleix M. Martínez, Hong Z. Tan
:
Template-based Recognition of Static Sitting Postures. CVPR Workshops 2003: 50 - [c4]Aleix M. Martínez:
Recognizing Expression Variant Faces from a Single Sample Image per Class. CVPR (1) 2003: 353-358 - 2002
- [j5]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): 748-763 (2002) - [c3]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: 167-172 - 2001
- [j4]Aleix M. Martínez, Avinash C. Kak:
PCA versus LDA. IEEE Trans. Pattern Anal. Mach. Intell. 23(2): 228-233 (2001) - [j3]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): 669-682 (2001) - 2000
- [j2]Aleix M. Martínez, Jordi Vitrià
:
Learning mixture models using a genetic version of the EM algorithm. Pattern Recognit. Lett. 21(8): 759-769 (2000) - [j1]Aleix M. Martínez, Joan R. Serra:
A New Approach to Object-Related Image Retrieval. J. Vis. Lang. Comput. 11(3): 345-363 (2000) - [c2]Aleix M. Martínez:
Recognition of Partially Occluded and/or Imprecisely Localized Faces Using a Probabilistic Approach. CVPR 2000: 1712-1717
1990 – 1999
- 1999
- [c1]Aleix M. Martínez, Joan R. Serra:
Semantic Access to a Database of Images: An Approach to Object-Related Image Retrieval. ICMCS, Vol. 1 1999: 624-629
Coauthor Index
aka: Carlos Fabian Benitez-Quiroz
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last updated on 2024-08-14 22:16 CEST by the dblp team
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