Fernando De la Torre

According to our database1, Fernando De la Torre authored at least 160 papers between 1998 and 2018.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2018
A Functional Regression Approach to Facial Landmark Tracking.
IEEE Trans. Pattern Anal. Mach. Intell., 2018

Error-Correcting Factorization.
IEEE Trans. Pattern Anal. Mach. Intell., 2018

2017
Selective Transfer Machine for Personalized Facial Expression Analysis.
IEEE Trans. Pattern Anal. Mach. Intell., 2017

Subspace Procrustes Analysis.
International Journal of Computer Vision, 2017

A Branch-and-Bound Framework for Unsupervised Common Event Discovery.
International Journal of Computer Vision, 2017

High-Resolution Deep Convolutional Generative Adversarial Networks.
CoRR, 2017

Discriminative Optimization: Theory and Applications to Computer Vision Problems.
CoRR, 2017

Approximate Grassmannian Intersections: Subspace-Valued Subspace Learning.
Proceedings of the IEEE International Conference on Computer Vision, 2017

Learning Spatial and Temporal Cues for Multi-Label Facial Action Unit Detection.
Proceedings of the 12th IEEE International Conference on Automatic Face & Gesture Recognition, 2017

Beat-to-beat ECG features for time resolution improvements in stress detection.
Proceedings of the 25th European Signal Processing Conference, 2017

Weakly-supervised learning for Parkinson's Disease tremor detection.
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017

Discriminative Optimization: Theory and Applications to Point Cloud Registration.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

Additive Component Analysis.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

Soft-Margin Mixture of Regressions.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

2016
Joint Patch and Multi-label Learning for Facial Action Unit and Holistic Expression Recognition.
IEEE Trans. Image Processing, 2016

Confidence Preserving Machine for Facial Action Unit Detection.
IEEE Trans. Image Processing, 2016

Feature and Region Selection for Visual Learning.
IEEE Trans. Image Processing, 2016

Factorized Graph Matching.
IEEE Trans. Pattern Anal. Mach. Intell., 2016

Spatio-Temporal Matching for Human Pose Estimation in Video.
IEEE Trans. Pattern Anal. Mach. Intell., 2016

Generalized Canonical Time Warping.
IEEE Trans. Pattern Anal. Mach. Intell., 2016

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

Cascade of Tasks for facial expression analysis.
Image Vision Comput., 2016

A Functional Regression approach to Facial Landmark Tracking.
CoRR, 2016

Robust end-to-end deep audiovisual speech recognition.
CoRR, 2016

Modeling Spatial and Temporal Cues for Multi-label Facial Action Unit Detection.
CoRR, 2016

Motion from Structure (MfS): Searching for 3D Objects in Cluttered Point Trajectories.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

2015
Driver Gaze Tracking and Eyes Off the Road Detection System.
IEEE Trans. Intelligent Transportation Systems, 2015

Estimating smile intensity: A better way.
Pattern Recognition Letters, 2015

Pareto models for discriminative multiclass linear dimensionality reduction.
Pattern Recognition, 2015

Matrix Completion for Weakly-Supervised Multi-Label Image Classification.
IEEE Trans. Pattern Anal. Mach. Intell., 2015

Error-Correcting Factorization.
CoRR, 2015

Confidence Preserving Machine for Facial Action Unit Detection.
Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015

Semantic Component Analysis.
Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015

Unsupervised Synchrony Discovery in Human Interaction.
Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015

IntraFace.
Proceedings of the 11th IEEE International Conference and Workshops on Automatic Face and Gesture Recognition, 2015

How much training data for facial action unit detection?
Proceedings of the 11th IEEE International Conference and Workshops on Automatic Face and Gesture Recognition, 2015

Foreword - De-identification for Privacy Protection in Multimedia 2015.
Proceedings of the 11th IEEE International Conference and Workshops on Automatic Face and Gesture Recognition, 2015

Joint patch and multi-label learning for facial action unit detection.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

Global supervised descent method.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

2014
Learning discriminative localization from weakly labeled data.
Pattern Recognition, 2014

Continuous Generalized Procrustes analysis.
Pattern Recognition, 2014

Max-Margin Early Event Detectors.
International Journal of Computer Vision, 2014

Multiple instance learning via Gaussian processes.
Data Min. Knowl. Discov., 2014

Feature and Region Selection for Visual Learning.
CoRR, 2014

Supervised Descent Method for Solving Nonlinear Least Squares Problems in Computer Vision.
CoRR, 2014

Optimal no-intersection multi-label binary localization for time series using totally unimodular linear programming.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

SPARK: Personalized Parkinson Disease Interventions through Synergy between a Smartphone and a Smartwatch.
Proceedings of the Design, User Experience, and Usability. User Experience Design for Everyday Life Applications and Services, 2014

Spatio-temporal Matching for Human Detection in Video.
Proceedings of the Computer Vision - ECCV 2014, 2014

Motion Words for Videos.
Proceedings of the Computer Vision - ECCV 2014, 2014

Subspace Procrustes Analysis.
Proceedings of the Computer Vision - ECCV 2014 Workshops, 2014

Sequential Max-Margin Event Detectors.
Proceedings of the Computer Vision - ECCV 2014, 2014

Complex Non-rigid Motion 3D Reconstruction by Union of Subspaces.
Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition, 2014

Multi-label Discriminative Weakly-Supervised Human Activity Recognition and Localization.
Proceedings of the Computer Vision - ACCV 2014, 2014

2013
Hierarchical Aligned Cluster Analysis for Temporal Clustering of Human Motion.
IEEE Trans. Pattern Anal. Mach. Intell., 2013

Canonical locality preserving Latent Variable Model for discriminative pose inference.
Image Vision Comput., 2013

Learning probability distributions over partially-ordered human everyday activities.
Proceedings of the 2013 IEEE International Conference on Robotics and Automation, 2013

Robust Matrix Factorization with Unknown Noise.
Proceedings of the IEEE International Conference on Computer Vision, 2013

Facial Action Unit Event Detection by Cascade of Tasks.
Proceedings of the IEEE International Conference on Computer Vision, 2013

Unifying Nuclear Norm and Bilinear Factorization Approaches for Low-Rank Matrix Decomposition.
Proceedings of the IEEE International Conference on Computer Vision, 2013

Robust Principal Component Analysis for Brain Imaging.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2013, 2013

Robust Principal Component Analysis for Improving Cognitive Brain States Discrimination from fMRI.
Proceedings of the Pattern Recognition and Image Analysis - 6th Iberian Conference, 2013

Continuous AU intensity estimation using localized, sparse facial feature space.
Proceedings of the 10th IEEE International Conference and Workshops on Automatic Face and Gesture Recognition, 2013

Deformable Graph Matching.
Proceedings of the 2013 IEEE Conference on Computer Vision and Pattern Recognition, 2013

Supervised Descent Method and Its Applications to Face Alignment.
Proceedings of the 2013 IEEE Conference on Computer Vision and Pattern Recognition, 2013

Selective Transfer Machine for Personalized Facial Action Unit Detection.
Proceedings of the 2013 IEEE Conference on Computer Vision and Pattern Recognition, 2013

Facing Imbalanced Data-Recommendations for the Use of Performance Metrics.
Proceedings of the 2013 Humaine Association Conference on Affective Computing and Intelligent Interaction, 2013

2012
A Least-Squares Framework for Component Analysis.
IEEE Trans. Pattern Anal. Mach. Intell., 2012

Maximum Margin Temporal Clustering.
Proceedings of the Fifteenth International Conference on Artificial Intelligence and Statistics, 2012

Fixed-Rank Representation for Unsupervised Visual Learning
CoRR, 2012

Image-based tree pruning.
Proceedings of the 2012 IEEE International Conference on Robotics and Biomimetics, 2012

Multimodal feature analysis for quantitative performance evaluation of endotracheal intubation (ETI).
Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

Detecting Parkinsons' symptoms in uncontrolled home environments: A multiple instance learning approach.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012

Continuous Regression for Non-rigid Image Alignment.
Proceedings of the Computer Vision - ECCV 2012, 2012

Facial Action Transfer with Personalized Bilinear Regression.
Proceedings of the Computer Vision - ECCV 2012, 2012

Robust Regression.
Proceedings of the Computer Vision - ECCV 2012, 2012

Unsupervised Temporal Commonality Discovery.
Proceedings of the Computer Vision - ECCV 2012, 2012

Generalized time warping for multi-modal alignment of human motion.
Proceedings of the 2012 IEEE Conference on Computer Vision and Pattern Recognition, 2012

Factorized graph matching.
Proceedings of the 2012 IEEE Conference on Computer Vision and Pattern Recognition, 2012

Max-margin early event detectors.
Proceedings of the 2012 IEEE Conference on Computer Vision and Pattern Recognition, 2012

Fixed-rank representation for unsupervised visual learning.
Proceedings of the 2012 IEEE Conference on Computer Vision and Pattern Recognition, 2012

2011
Interactive region-based linear 3D face models.
ACM Trans. Graph., 2011

Dynamic Cascades with Bidirectional Bootstrapping for Action Unit Detection in Spontaneous Facial Behavior.
IEEE Trans. Affective Computing, 2011

Fast and Robust Circular Object Detection With Probabilistic Pairwise Voting.
IEEE Signal Process. Lett., 2011

Face recognition using Histograms of Oriented Gradients.
Pattern Recognition Letters, 2011

Matrix Completion for Multi-label Image Classification.
Proceedings of the Advances in Neural Information Processing Systems 24: 25th Annual Conference on Neural Information Processing Systems 2011. Proceedings of a meeting held 12-14 December 2011, 2011

Fast incremental method for matrix completion: An application to trajectory correction.
Proceedings of the 18th IEEE International Conference on Image Processing, 2011

Source constrained clustering.
Proceedings of the IEEE International Conference on Computer Vision, 2011

Hierarchical CRF with product label spaces for parts-based models.
Proceedings of the Ninth IEEE International Conference on Automatic Face and Gesture Recognition (FG 2011), 2011

Active conditional models.
Proceedings of the Ninth IEEE International Conference on Automatic Face and Gesture Recognition (FG 2011), 2011

Quantitative measurement of motor symptoms in Parkinson's disease: A study with full-body motion capture data.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011

Relaxed Exponential Kernels for Unsupervised Learning.
Proceedings of the Pattern Recognition - 33rd DAGM Symposium, Frankfurt/Main, Germany, August 31, 2011

Joint segmentation and classification of human actions in video.
Proceedings of the 24th IEEE Conference on Computer Vision and Pattern Recognition, 2011

Local isomorphism to solve the pre-image problem in kernel methods.
Proceedings of the 24th IEEE Conference on Computer Vision and Pattern Recognition, 2011

Supervised local subspace learning for continuous head pose estimation.
Proceedings of the 24th IEEE Conference on Computer Vision and Pattern Recognition, 2011

Non-rigid tracking of musk shrews in video for detection of emetic episodes.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2011

Fast-FACS: A Computer-Assisted System to Increase Speed and Reliability of Manual FACS Coding.
Proceedings of the Affective Computing and Intelligent Interaction, 2011

Facial Expression Analysis.
Proceedings of the Visual Analysis of Humans - Looking at People., 2011

2010
Optimal feature selection for support vector machines.
Pattern Recognition, 2010

Learning a generic 3D face model from 2D image databases using incremental Structure-from-Motion.
Image Vision Comput., 2010

Metric Learning for Image Alignment.
International Journal of Computer Vision, 2010

Face Recognition with Histograms of Oriented Gradients.
Proceedings of the VISAPP 2010 - Proceedings of the Fifth International Conference on Computer Vision Theory and Applications, Angers, France, May 17-21, 2010, 2010

Unsupervised summarization of rushes videos.
Proceedings of the 18th International Conference on Multimedia 2010, 2010

Gaussian Processes Multiple Instance Learning.
Proceedings of the 27th International Conference on Machine Learning (ICML-10), 2010

Local Minima Embedding.
Proceedings of the 27th International Conference on Machine Learning (ICML-10), 2010

A Real-Time System for Head Tracking and Pose Estimation.
Proceedings of the Trends and Topics in Computer Vision, 2010

Bilinear Kernel Reduced Rank Regression for Facial Expression Synthesis.
Proceedings of the Computer Vision, 2010

Unsupervised discovery of facial events.
Proceedings of the Twenty-Third IEEE Conference on Computer Vision and Pattern Recognition, 2010

Action unit detection with segment-based SVMs.
Proceedings of the Twenty-Third IEEE Conference on Computer Vision and Pattern Recognition, 2010

Continuous procrustes analysis to learn 2D shape models from 3D objects.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2010

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

Latent Gaussian Mixture Regression for Human Pose Estimation.
Proceedings of the Computer Vision - ACCV 2010, 2010

2009
Emphatic Visual Speech Synthesis.
IEEE Trans. Audio, Speech & Language Processing, 2009

Canonical Time Warping for Alignment of Human Behavior.
Proceedings of the Advances in Neural Information Processing Systems 22: 23rd Annual Conference on Neural Information Processing Systems 2009. Proceedings of a meeting held 7-10 December 2009, 2009

Temporal segmentation and activity classification from first-person sensing.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2009

Efficient image alignment using linear appearance models.
Proceedings of the 2009 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2009), 2009

Dynamic cascades with bidirectional bootstrapping for spontaneous facial action unit detection.
Proceedings of the Affective Computing and Intelligent Interaction, 2009

Detecting depression from facial actions and vocal prosody.
Proceedings of the Affective Computing and Intelligent Interaction, 2009

2008
Image-based Shaving.
Comput. Graph. Forum, 2008

Robust Kernel Principal Component Analysis.
Proceedings of the Advances in Neural Information Processing Systems 21, 2008

Tracking algorithms based on dynamics of individuals and multidimensional scaling.
Proceedings of the Third International Symposium on Wireless Pervasive Computing, 2008

Aligned Cluster Analysis for temporal segmentation of human motion.
Proceedings of the 8th IEEE International Conference on Automatic Face and Gesture Recognition (FG 2008), 2008

Learning image alignment without local minima for face detection and tracking.
Proceedings of the 8th IEEE International Conference on Automatic Face and Gesture Recognition (FG 2008), 2008

Facial feature detection with optimal pixel reduction SVM.
Proceedings of the 8th IEEE International Conference on Automatic Face and Gesture Recognition (FG 2008), 2008

Parameterized Kernel Principal Component Analysis: Theory and applications to supervised and unsupervised image alignment.
Proceedings of the 2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2008), 2008

Local minima free Parameterized Appearance Models.
Proceedings of the 2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2008), 2008

Semi-supervised learning of multi-factor models for face de-identification.
Proceedings of the 2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2008), 2008

Model-Based De-Identification of Facial Images.
Proceedings of the AMIA 2008, 2008

2007
Parameterized kernels for support vector machine classification.
Proceedings of the VISAPP 2007: Proceedings of the Second International Conference on Computer Vision Theory and Applications, Barcelona, Spain, March 8-11, 2007, 2007

Simultaneous registration and clustering for temporal segmentation of facial gestures from video.
Proceedings of the VISAPP 2007: Proceedings of the Second International Conference on Computer Vision Theory and Applications, Barcelona, Spain, March 8-11, 2007, 2007

Robust appearance matching with filtered component analysis.
Proceedings of the VISAPP 2007: Proceedings of the Second International Conference on Computer Vision Theory and Applications, Barcelona, Spain, March 8-11, 2007, 2007

Indoor people tracking based on dynamic weighted multidimensional scaling.
Proceedings of the 10th International Symposium on Modeling Analysis and Simulation of Wireless and Mobile Systems, 2007

Multimodal Diaries.
Proceedings of the 2007 IEEE International Conference on Multimedia and Expo, 2007

Temporal Segmentation of Facial Behavior.
Proceedings of the IEEE 11th International Conference on Computer Vision, 2007

Bilinear Active Appearance Models.
Proceedings of the IEEE 11th International Conference on Computer Vision, 2007

Learning Kernel Expansions for Image Classification.
Proceedings of the 2007 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2007), 2007

Filtered Component Analysis to Increase Robustness to Local Minima in Appearance Models.
Proceedings of the 2007 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2007), 2007

2006
Discriminative cluster analysis.
Proceedings of the Machine Learning, 2006

Automatic Clustering of Faces in Meetings.
Proceedings of the International Conference on Image Processing, 2006

AAM Derived Face Representations for Robust Facial Action Recognition.
Proceedings of the Seventh IEEE International Conference on Automatic Face and Gesture Recognition (FGR 2006), 2006

Model-Based Face De-Identification.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2006

2005
Learning to Track Multiple People in Omnidirectional Video.
Proceedings of the 2005 IEEE International Conference on Robotics and Automation, 2005

Multimodal oriented discriminant analysis.
Proceedings of the Machine Learning, 2005

Representational Oriented Component Analysis (ROCA) for Face Recognition with One Sample Image per Training Class.
Proceedings of the 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2005), 2005

2004
Robust normalization of silhouettes for recognition applications.
Pattern Recognition Letters, 2004

CAMEO: Camera Assisted Meeting Event Observer.
Proceedings of the 2004 IEEE International Conference on Robotics and Automation, 2004

Segmentation and classification of meetings using multiple information streams.
Proceedings of the 6th International Conference on Multimodal Interfaces, 2004

Learning 3D Appearance Models from Video.
Proceedings of the Sixth IEEE International Conference on Automatic Face and Gesture Recognition (FGR 2004), 2004

CAMEO: Modeling Human Activity in Formal Meeting Situations.
Proceedings of the Nineteenth National Conference on Artificial Intelligence, 2004

2003
A Framework for Robust Subspace Learning.
International Journal of Computer Vision, 2003

Robust parameterized component analysis: theory and applications to 2D facial appearance models.
Computer Vision and Image Understanding, 2003

Subspace eyetracking for driver warning.
Proceedings of the 2003 International Conference on Image Processing, 2003

Text to visual synthesis with appearance models.
Proceedings of the 2003 International Conference on Image Processing, 2003

2002
Robust Parameterized Component Analysis.
Proceedings of the Computer Vision, 2002

2001
Robust Principal Component Analysis for Computer Vision.
ICCV, 2001

Dynamic Coupled Component Analysis.
Proceedings of the 2001 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2001), 2001

2000
Eigenfiltering for Flexible Eigentracking (EFE).
Proceedings of the 15th International Conference on Pattern Recognition, 2000

A Probabilistic Framework for Rigid and Non-Rigid Appearance Based Tracking and Recognition.
Proceedings of the 4th IEEE International Conference on Automatic Face and Gesture Recognition (FG 2000), 2000

A Framework for Modeling the Appearance of 3D Articulated Figures.
Proceedings of the 4th IEEE International Conference on Automatic Face and Gesture Recognition (FG 2000), 2000

1998
View Alignment with Dynamically Updated Affine Tracking.
Proceedings of the 3rd International Conference on Face & Gesture Recognition (FG '98), 1998

View-Based Adaptive Affine Tracking.
Proceedings of the Computer Vision, 1998


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